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ACL_Publications.bib
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@string{aaai = {Association for the Advancement of Artificial Intelligence (AAAI)}}
@string{aamas = {International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS)}}
@string{acc = {American Control Conference (ACC)}}
@string{aiaa_info = {AIAA Infotech@Aerospace Conference}}
@string{aiaa_jacic = {Journal of Aerospace Computing, Information, and Communication}}
@string{aiaa_jais = {Journal of Aerospace Information Systems}}
@string{allerton = {Allerton Conference on Communication, Control, and Compution}}
@string{cdc = {IEEE Conference on Decision and Control (CDC)}}
@string{corl = {Conference on Robot Learning (CoRL)}}
@string{dars = {International Symposium on Distributed Autonomous Robotic Systems (DARS)}}
@string{ecml = {European Conference on Machine Learning (ECML)}}
@string{gnc = {AIAA Guidance, Navigation, and Control Conference (GNC)}}
@string{icml = {International Conference on Machine Learning (ICML)}}
@string{icmla = {International Conference on Machine Learning and Applications (ICMLA)}}
@string{icra = {IEEE International Conference on Robotics and Automation (ICRA)}}
@string{ieee_csm = {IEEE Control Systems Magazine}}
@string{ieee_j_ac = {IEEE Transactions on Automatic Control}}
@string{ieeeaero = {IEEE Aerospace Conference}}
@string{ieeecst = {IEEE Transactions on Control Systems Technology}}
@string{ieeetac = {IEEE Transactions on Automatic Control}}
@string{ieeetsp = {IEEE Transactions on Signal Processing}}
@string{ijcai = {International Joint Conference on Artificial Intelligence (IJCAI)}}
@string{ijrr = {International Journal of Robotics Research (IJRR)}}
@string{iros = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}}
@string{isrr = {International Symposium on Robotics Research (ISRR)}}
@string{itsc = {IEEE Conference on Intelligent Transportation Systems (ITSC)}}
@string{jair = {Journal of Artificial Intelligence and Research (JAIR)}}
@string{jgcd = {AIAA Journal on Guidance, Control, and Dynamics}}
@string{jmlr = {Journal of Machine Learning}}
@string{jota = {Journal of Optimization Theory and Applications}}
@string{lcss = {IEEE Control Systems Letters (L-CSS)}}
@string{mit = {Massachusetts Institute of Technology}}
@string{mitaa = {Massachusetts Institute of Technology, Department of Aeronautics and Astronautics}}
@string{mitee = {Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science}}
@string{mitme = {Massachusetts Institute of Technology, Department of Mechanical Engineering}}
@string{mor = {Mathematics of Operations Research}}
@string{nips = {Advances in Neural Information Processing Systems (NeurIPS)}}
@string{or = {Operations Research}}
@string{ral = {IEEE Robotics and Automation Letters (RA-L)}}
@string{rss = {Robotics: Science and Systems (RSS)}}
@string{suaa = {Stanford University, Department of Aeronautics and Astronautics}}
@string{suee = {Stanford University, Department of Electrical Engineering}}
@string{sume = {Stanford University, Department of Mechanical Engineering}}
@string{tac = {IEEE Transactions on Automatic Control}}
@string{taes = {IEEE Transactions on Aerospace and Electronic Systems}}
@string{tnnls = {IEEE Transactions on Neural Networks and Learning Systems (TNNLS)}}
@string{tro = {IEEE Transactions on Robotics (TRO)}}
@inproceedings{sharma2024look,
title={{Look Before You Leap: Socially Acceptable High-Speed Ground Robot Navigation in Crowded Hallways}},
author={Sharma, Lakshay and Buono, Nicolaniello and Flather, Ashton and Cai, Xiaoyi and How, Jonathan P},
booktitle={2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
year={2024}
}
@inproceedings{rober2024online,
title={Online Data-Driven Safety Certification for Systems Subject to Unknown Disturbances},
author={Rober, Nicholas and Mahesh, Karan and Paine, Tyler M and Greene, Max L and Lee, Steven and Monteiro, Sildomar T and Benjamin, Michael R and How, Jonathan P},
booktitle={2024 IEEE International Conference on Robotics and Automation (ICRA)},
pages={9939--9945},
year={2024},
organization={IEEE}
}
@article{cai2024pietra,
title={{PIETRA: Physics-Informed Evidential Learning for Traversing Out-of-Distribution Terrain}},
author={Xiaoyi Cai and James Queeney and Tong Xu and Aniket Datar and Chenhui Pan and Max Miller and Ashton Flather and Philip R. Osteen and Nicholas Roy and Xuesu Xiao and Jonathan P. How},
journal={arXiv:2409.03005},
year={2024},
}
@article{cai2024evora,
title={{EVORA: Deep Evidential Traversability Learning for Risk-Aware Off-Road Autonomy}},
author={Cai, Xiaoyi and Ancha, Siddharth and Sharma, Lakshay and Osteen, Philip R and Bucher, Bernadette and Phillips, Stephen and Wang, Jiuguang and Everett, Michael and Roy, Nicholas and How, Jonathan P},
journal={IEEE Transactions on Robotics},
year={2024},
volume={40},
pages={3756-3777},
}
@article{thomas2024sosmatch,
author = {Thomas, Annika and Kinnari, Jouko and Lusk, Parker and Konda, Kota and How, Jonathan},
title = {SOS-Match: Segmentation for Open-Set Robust Correspondence Search and Robot Localization in Unstructured Environments},
journal = {arXiv preprint arXiv:2401.04791},
year = {2024}
}
@misc{kondo2024cgd,
title={CGD: Constraint-Guided Diffusion Policies for UAV Trajectory Planning},
author={Kota Kondo and Andrea Tagliabue and Xiaoyi Cai and Claudius Tewari and Olivia Garcia and Marcos Espitia-Alvarez and Jonathan P. How},
year={2024},
eprint={2405.01758},
archivePrefix={arXiv},
primaryClass={cs.RO}
}
@article{kondo2023puma,
title={{PUMA}: Fully Decentralized Uncertainty-aware Multiagent Trajectory Planner with Real-time Image Segmentation-based Frame Alignment},
author={Kondo, Kota and Tewari T. Claudius and Peterson, B. Mason and Thomas, Annika and Kinnari, Jouko and Tagliabue, Andrea and How, Jonathan P},
journal={arXiv preprint arXiv:2311.03655},
year={2023}
}
@article{tagliabue2023efficient,
title={Efficient Deep Learning of Robust Policies from MPC using Imitation and Tube-Guided Data Augmentation},
author={Tagliabue, Andrea and How, Jonathan P},
journal={arXiv preprint arXiv:2306.00286},
year={2023}
}
@article{zhao2023efficient,
title={Efficient Deep Learning of Robust, Adaptive Policies using Tube MPC-Guided Data Augmentation},
author={Zhao, Tong and Tagliabue, Andrea and How, Jonathan P},
journal={2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
year={2023}
}
@inproceedings{ankenbauer2023global,
title={Global localization in unstructured environments using semantic object maps built from various viewpoints},
author={Ankenbauer, Jacqueline and Lusk, Parker C and Thomas, Annika and How, Jonathan P},
booktitle={2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
pages={1358--1365},
year={2023},
organization={IEEE}
}
@inproceedings{cai2023probabilistic,
title={{Probabilistic Traversability Model for Risk-Aware Motion Planning in Off-Road Environments}},
author={Cai, Xiaoyi and Everett, Michael and Sharma, Lakshay and Osteen, Philip R and How, Jonathan P},
booktitle={2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
year={2023}
}
@article{cai2023energy,
title={{Energy-Aware, Collision-Free Information Gathering for Heterogeneous Robot Teams}},
author={Cai, Xiaoyi and Schlotfeldt, Brent and Khosoussi, Kasra and Atanasov, Nikolay and Pappas, George J and How, Jonathan P},
journal={IEEE Transactions on Robotics},
year={2023},
publisher={IEEE}
}
@inproceedings{sharma2023ramp,
title={RAMP: A Risk-Aware Mapping and Planning Pipeline for Fast Off-Road Ground Robot Navigation},
author={Sharma, Lakshay and Everett, Michael and Lee, Donggun and Cai, Xiaoyi and Osteen, Philip and How, Jonathan P},
booktitle={2023 IEEE International Conference on Robotics and Automation (ICRA)},
pages={5730--5736},
year={2023},
organization={IEEE}
}
@inproceedings{peterson2023motlee,
title={MOTLEE: Distributed mobile multi-object tracking with localization error elimination},
author={Peterson, Mason B and Lusk, Parker C and How, Jonathan P},
booktitle={2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
pages={719--726},
year={2023},
organization={IEEE}
}
@string{ojcsys = {IEEE Open Journal of Control Systems (OJ-CSYS)}}
@inproceedings{rober2023hybrid,
title={A hybrid partitioning strategy for backward reachability of neural feedback loops},
author={Rober, Nicholas and Everett, Michael and Zhang, Songan and How, Jonathan P},
booktitle={2023 American Control Conference (ACC)},
pages={3523--3528},
year={2023},
organization={IEEE}
}
@article{rober2023backward,
title={Backward reachability analysis of neural feedback loops: Techniques for linear and nonlinear systems},
author={Rober, Nicholas and Katz, Sydney M and Sidrane, Chelsea and Yel, Esen and Everett, Michael and Kochenderfer, Mykel J and How, Jonathan P},
journal={IEEE Open Journal of Control Systems},
year={2023},
publisher={IEEE}
}
@inproceedings{rober2022backward,
title={Backward reachability analysis for neural feedback loops},
author={Rober, Nicholas and Everett, Michael and How, Jonathan P},
booktitle={2022 IEEE 61st Conference on Decision and Control (CDC)},
pages={2897--2904},
year={2022},
organization={IEEE}
}
@article{tagliabue2022robust,
title={Robust, High-Rate Trajectory Tracking on Insect-Scale Soft-Actuated Aerial Robots with Deep-Learned Tube MPC},
author={Tagliabue, Andrea and Hsiao, Yi-Hsuan and Fasel, Urban and Kutz, J Nathan and Brunton, Steven L and Chen, YuFeng and How, Jonathan P},
booktitle={2023 International Conference on Robotics and Automation (ICRA)},
year={2023},
organization={IEEE}
}
@inproceedings{tagliabue2022output,
title={Output Feedback Tube MPC-Guided Data Augmentation for Robust, Efficient Sensorimotor Policy Learning},
author={Tagliabue, Andrea and How, Jonathan P},
booktitle={2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
pages={8644--8651},
year={2022},
organization={IEEE}
}
@inproceedings{tagliabue2022efficient,
title={Efficient guided policy search via imitation of robust tube MPC},
author={Tagliabue, Andrea and Kim, Dong-Ki and Everett, Michael and How, Jonathan P},
booktitle={2022 International Conference on Robotics and Automation (ICRA)},
pages={462--468},
year={2022},
organization={IEEE}
}
@article{kondo2023robust,
title={Robust MADER: Decentralized Multiagent Trajectory Planner Robust to Communication Delay in Dynamic Environments},
author={Kondo, Kota and Figueroa, Reinaldo and Rached, Juan and Tordesillas, Jesus and Lusk, Parker C and How, Jonathan P},
journal={arXiv preprint arXiv:2303.06222},
year={2023}
}
@inproceedings{kondo2022robust,
author={Kondo, Kota and Tordesillas, Jesus and Figueroa, Reinaldo and Rached, Juan and Merkel, Joseph and Lusk, Parker C. and How, Jonathan P.},
booktitle={2023 IEEE International Conference on Robotics and Automation (ICRA)},
title={Robust MADER: Decentralized and Asynchronous Multiagent Trajectory Planner Robust to Communication Delay},
year={2023},
volume={},
number={},
pages={1687-1693},
doi={10.1109/ICRA48891.2023.10161244}}
@inproceedings{cai2022risk,
title={{Risk-Aware Off-Road Navigation via a Learned Speed Distribution Map}},
author={Cai, Xiaoyi and Everett, Michael and Fink, Jonathan and How, Jonathan P},
booktitle={2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
pages={2931--2937},
year={2022},
organization={IEEE}
}
@inproceedings{cai2021non,
title={{Non-Monotone Energy-Aware Information Gathering for Heterogeneous Robot Teams}},
author={Cai, Xiaoyi and Schlotfeldt, Brent and Khosoussi, Kasra and Atanasov, Nikolay and Pappas, George J and How, Jonathan P},
booktitle={2021 IEEE International Conference on Robotics and Automation (ICRA)},
pages={8859--8865},
year={2021},
organization={IEEE}
}
@article{downes2021luna,
title={Neural Network Approach to Crater Detection for Lunar Terrain Relative Navigation},
author={Downes, Lena M and Steiner, Ted J, and How, Jonathan P},
journal={AIAA Journal of Aerospace Information Systems},
url={https://doi.org/10.2514/1.I010884},
volume={18},
number={7},
pages={391-403},
year={2021},
publisher={AIAA}
}
@article{carrio2020onboard,
title={Onboard detection and localization of drones using depth maps},
author={Carrio, Adrian and Tordesillas, Jesus and Vemprala, Sai and Saripalli, Srikanth and Campoy, Pascual and How, Jonathan P},
journal={IEEE Access},
url = {https://ieeexplore.ieee.org/abstract/document/8984298},
volume={8},
pages={30480--30490},
year={2020},
publisher={IEEE}
}
@article{tordesillas2023deep,
title={{Deep-PANTHER}: Learning-based perception-aware trajectory planner in dynamic environments},
author={Tordesillas, Jesus and How, Jonathan P},
journal={IEEE Robotics and Automation Letters},
year={2023},
publisher={IEEE}
}
@article{tordesillas2021panther,
title={{PANTHER}: Perception-aware trajectory planner in dynamic environments},
author={Tordesillas, Jesus and How, Jonathan P},
journal={IEEE Access},
volume={10},
pages={22662--22677},
year={2022},
publisher={IEEE}
}
@article{tordesillas2021mader,
title={{MADER}: Trajectory planner in multiagent and dynamic environments},
author={Tordesillas, Jesus and How, Jonathan P},
journal={IEEE Transactions on Robotics},
year={2021},
publisher={IEEE}
}
@article{tordesillas2020minvo,
title={{MINVO} Basis: Finding Simplexes with Minimum Volume Enclosing Polynomial Curves},
author={Tordesillas, Jesus and How, Jonathan P},
journal={Computer-Aided Design},
volume={151},
pages={103341},
year={2022},
publisher={Elsevier}
}
@inproceedings{tagliabue2020lion,
title={{LION}: Lidar-inertial observability-aware navigator for vision-denied environments},
author={Tagliabue, Andrea and Tordesillas, Jesus and Cai, Xiaoyi and Santamaria-Navarro, Angel and How, Jonathan P and Carlone, Luca and Agha-mohammadi, Ali-akbar},
booktitle={International Symposium on Experimental Robotics},
pages={380--390},
year={2020},
organization={Springer}
}
@inproceedings{tagliabue2020touch,
title={Touch the wind: Simultaneous airflow, drag and interaction sensing on a multirotor},
author={Tagliabue, Andrea and Paris, Aleix and Kim, Suhan and Kubicek, Regan and Bergbreiter, Sarah and How, Jonathan P},
booktitle={2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
year={2020}
}
@inproceedings{kim2020whisker,
title={A whisker-inspired fin sensor for multi-directional airflow sensing},
author={Kim, Suhan and Kubicek, Regan and Paris, Aleix and Tagliabue, Andrea and How, Jonathan P and Bergbreiter, Sarah},
booktitle={2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
pages={1330--1337},
year={2020},
organization={IEEE}
}
@inproceedings{paris2021autonomous,
title={Autonomous MAV Landing on a Moving Platform with Estimation of Unknown Turbulent Wind Conditions},
author={Paris, Aleix and Tagliabue, Andrea and How, Jonathan P},
booktitle={AIAA Scitech 2021 Forum},
pages={0378},
year={2021}
}
@article{tagliabue2021airflow,
title={Airflow-Inertial Odometry for Resilient State Estimation on Multirotors},
author={Tagliabue, Andrea and How, Jonathan P},
journal={arXiv preprint arXiv:2105.13506},
year={2021}
}
@article{Lusk_RAL20,
Author = {Parker C. Lusk and Xiaoyi Cai and Samir Wadhwania and Aleix Paris andKaveh Fathian and Jonathan Patrick How},
Date-Added = {2020-08-16 13:38:06 -0400},
Date-Modified = {2020-08-16 13:38:06 -0400},
Journal = {IEEE Robotics and Automation Letters (RA-L)},
Title = {A Distributed Pipeline for Scalable, Deconflicted Formation Flying},
Year = {2020}}
@incollection{How_20,
Author = {J.P. How and D..K Kim and S. Wadhwania},
Booktitle = {Encyclopedia of Systems and Control},
Date-Added = {2020-08-16 13:32:55 -0400},
Date-Modified = {2020-08-16 13:36:16 -0400},
Editor = {J. Baillieul and T. Samad},
Month = {\url{https://doi.org/10.1007/978-1-4471-5102-9 100066-1}},
Publisher = {Springer-Verlag London Ltd.},
Title = {Multiagent Reinforcement Learning},
Year = {2020}}
@conference{Lusk_IROS20,
Author = {Parker C. Lusk and Xiaoyi Cai and Samir Wadhwania and Aleix Paris andKaveh Fathian and Jonathan Patrick How},
Booktitle = {IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
Date-Added = {2020-08-16 13:23:45 -0400},
Date-Modified = {2020-08-16 13:41:32 -0400},
Organization = {IEEE},
Title = {A Distributed Pipeline for Scalable, Deconflicted Formation Flying},
Year = {2020}}
@mastersthesis{Lutjens19_SM,
Author = {Bj\"{o}rn M. L\"{u}tjens},
Date-Added = {2019-06-30 16:11:34 -0400},
Date-Modified = {2019-06-30 16:14:23 -0400},
Month = {June},
School = {MIT Department of Aeronautics and Astronautics},
Title = {Safe and Robust Reinforcement Learning with Neural Network Policies},
Year = {2019}}
@mastersthesis{Downes20_SM,
Author = {Lena M. Downes},
Month = {June},
School = {MIT Department of Aeronautics and Astronautics},
Title = {Lunar Orbiter State Estimation Using Neural Network-based Crater Detection},
Year = {2020}}
@inproceedings{Downes20_SciTech,
Author = {Downes, Lena M and Steiner, Ted J and How, Jonathan P},
Booktitle = {AIAA SciTech Forum},
Title = {Deep Learning Crater Detection for Lunar Terrain Relative Navigation},
Url = {https://arc.aiaa.org/doi/abs/10.2514/6.2020-1838},
Year = {2020},
Bdsk-Url-1 = {https://arc.aiaa.org/doi/abs/10.2514/6.2020-1838}}
@inproceedings{Downes20_ACC,
Author = {Downes, Lena M and Steiner, Ted J and How, Jonathan P},
Booktitle = {American Control Conference},
Title = {Lunar Terrain Relative Navigation Using a Convolutional Neural Network for Visual Crater Detection},
Url = {https://arxiv.org/abs/2007.07702},
Year = {2020},
Bdsk-Url-1 = {https://arxiv.org/abs/2007.07702}}
@inproceedings{Tian18_ISER,
Author = {Tian, Yulun and Liu, Katherine and Ok, Kyel and Tran, Loc and Allen, Danette and Roy, Nicholas and How, Jonathan P},
Booktitle = {Proceedings of the International Symposium on Experimental Robotics (ISER)},
Title = {Search and Rescue under the Forest Canopy using Multiple UAS},
Year = {2018}}
@article{Omidshafiei18_JAAMAS,
Author = {Omidshafiei, Shayegan and Kim, Dong-Ki and Pazis, Jason and How, Jonathan P},
Date-Added = {2019-04-15 09:08:52 -0400},
Date-Modified = {2020-08-16 14:01:51 -0400},
Journal = {Autonomous Agents and Multi-Agent Systems (JAAMAS).},
Month = {January},
Number = {16},
Title = {Crossmodal Attentive Skill Learner},
Volume = {34},
Year = {2020},
Bdsk-Url-1 = {https://arxiv.org/pdf/1711.10314.pdf}}
@inproceedings{FreyOkLiu19_ICRA,
Address = {Montreal, Canada},
Author = {Ok, Kyel and Liu, Katherine and Frey, Kristoffer M. and How, Jonathan P. and Roy, Nicholas},
Booktitle = icra,
Date-Modified = {2019-05-18 07:45:23 -0400},
Month = {May},
Title = {Robust Object-Based SLAM for High-Speed Autonomous Navigation},
Year = {2019}}
@inproceedings{Frey20_RSS,
Author = {Frey, Kristoffer M and Steiner, Ted J and How, Jonathan P},
Booktitle = rss,
Month = {July},
Title = {Collision Probabilities for Continuous-Time Systems Without Sampling},
Url = {https://arxiv.org/abs/2006.01109},
Year = {2020},
Bdsk-Url-1 = {https://arxiv.org/abs/2006.01109}}
@article{Campbell2019_Bern,
Author = {Trevor Campbell and Jonathan H. Huggins and Jonathan P. How and Tamara Broderick},
Date-Added = {2019-03-06 08:42:53 -0500},
Date-Modified = {2019-03-06 08:43:13 -0500},
Doi = {10.3150/18-BEJ1020},
Fjournal = {Bernoulli},
Issn = {1350-7265},
Journal = {Bernoulli},
Number = {2},
Pages = {1256-1288},
Sici = {1350-7265(2019)25:2<1256:TRM>2.0.CO;2-9},
Title = {Truncated random measures},
Volume = {25},
Year = {2019},
Bdsk-Url-1 = {https://doi.org/10.3150/18-BEJ1020}}
@inproceedings{Levine14_UAI,
Author = {Levine, D. and How, J. P.},
Booktitle = {Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI)},
Date-Added = {2019-02-24 17:02:38 -0500},
Date-Modified = {2019-02-24 17:03:02 -0500},
Owner = {Dan},
Timestamp = {2014.06.24},
Title = {{Quantifying Nonlocal Informativeness in High-Dimensional, Loopy Gaussian Graphical Models}},
Year = {2014}}
@conference{Shen19_ICRA,
Address = {Montreal, Canada},
Author = {Shen, Macheng and How, Jonathan P},
Booktitle = icra,
Date-Added = {2019-02-04 15:21:34 +0000},
Date-Modified = {2019-02-04 15:21:34 +0000},
Month = {May},
Title = {Active Perception in Adversarial Scenarios using Maximum Entropy Deep Reinforcement Learning},
Url = {https://arxiv.org/abs/1902.05644},
Year = {2019},
Bdsk-Url-1 = {https://arxiv.org/abs/1902.05644}}
@inproceedings{Wadhwania19_IROS,
Address = {Macau, China},
Author = {Wadhwania, Samir and Kim, Dong-Ki and Omidshafiei, Shayegan and How, Jonathan P},
Booktitle = iros,
Date-Modified = {2019-03-18 06:27:00 -0400},
Month = {November},
Title = {Policy Distillation and Value Matching in Multiagent Reinforcement Learning},
Url = {https://arxiv.org/abs/1903.06592},
Year = {2019},
Bdsk-Url-1 = {https://arxiv.org/abs/1903.06592}}
@phdthesis{Omidshafiei18_phd,
Author = {Shayegan Omidshafiei},
Date-Added = {2018-11-06 15:12:24 -0500},
Date-Modified = {2018-11-06 15:13:07 -0500},
School = {Massachusetts Institute of Technology},
Title = {Decentralized Teaching and Learning in Cooperative Multiagent Systems},
Url = {http://www.mit.edu/~shayegan/files/omidshafiei_phd_thesis.pdf},
Year = {2018},
Bdsk-Url-1 = {http://www.mit.edu/~shayegan/files/omidshafiei_phd_thesis.pdf}}
@inproceedings{Tian18_WAFR,
Author = {Tian, Yulun and Khosoussi, Kasra and How, Jonathan P},
Booktitle = {Proceedings of the Workshop on the Algorithmic Foundations of Robotics (WAFR)},
Title = {Resource-Aware Algorithms for Distributed Loop Closure Detection with Provable Performance Guarantees},
Url = {https://arxiv.org/pdf/1901.05925.pdf},
Year = {2018},
Bdsk-Url-1 = {https://arxiv.org/pdf/1901.05925.pdf}}
@conference{Nghia19_AAAI,
Author = {Trong Nghia Hoang and Quang Minh Hoang and Bryan Kian Hsiang Low and Jonathan P. How},
Booktitle = {AAAI},
Date-Added = {2018-06-04 18:46:38 +0000},
Date-Modified = {2019-04-25 10:48:58 -0400},
Title = {{Collective Online Learning via Decentralized Gaussian Processes in Massive Multi-Agent Systems}},
Year = {2019},
Bdsk-Url-1 = {https://arxiv.org/pdf/1805.09266.pdf}}
@conference{Lopez18_ICRA,
Author = {Brett Lopez and Jonathan P How and Jean Jacques Slotine},
Booktitle = icra,
Date-Added = {2018-05-31 09:57:34 +0000},
Date-Modified = {2018-05-31 09:58:54 +0000},
Title = {Robust Planning via Sliding Control},
Url = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8460817},
Year = {2018},
Bdsk-Url-1 = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8460817}}
@conference{Tian18_RSS,
Author = {Tian, Yulun and Khosoussi, Kasra and Giamou, Matthew and How, Jonathan P and Kelly, Jonathan},
Booktitle = {Robotics: Science and Systems},
Date-Added = {2018-05-30 22:00:10 +0000},
Date-Modified = {2018-05-30 22:01:48 +0000},
Title = {Near-Optimal Budgeted Data Exchange for Distributed Loop Closure Detection},
Url = {https://arxiv.org/pdf/1806.00188.pdf},
Year = {2018},
Bdsk-Url-1 = {https://arxiv.org/pdf/1806.00188.pdf}}
@article{Khosoussi18_IJRR,
Author = {Kasra Khosoussi and Matthew Giamou and Gaurav Sukhatme and Shoudong Huang and Gamini Dissanayake and Jonathan P. How},
Date-Added = {2018-05-16 21:34:32 +0000},
Date-Modified = {2018-05-16 21:38:02 +0000},
Journal = {International Journal of Robotics Research (IJRR)},
Title = {{Reliable Graphs for SLAM}},
Url = {https://journals.sagepub.com/doi/full/10.1177/0278364918823086},
Year = {2019},
Bdsk-Url-1 = {https://journals.sagepub.com/doi/full/10.1177/0278364918823086}}
@conference{JQ_ACC18b,
Author = {John F. Quindlen and Ufuk Topcu and Girish Chowdhary and Jonathan P. How},
Booktitle = {American Control Conference},
Date-Added = {2018-05-16 13:58:14 +0000},
Date-Modified = {2018-05-16 13:59:23 +0000},
Title = {Closed-Loop Statistical Verification of Stochastic Nonlinear Systems Subject to Parametric Uncertainties},
Url = {https://arxiv.org/pdf/1709.06645.pdf},
Year = {2018},
Bdsk-Url-1 = {https://arxiv.org/pdf/1709.06645.pdf}}
@conference{JQ_ACC18a,
Author = {John F. Quindlen and Ufuk Topcu and Girish Chowdhary and Jonathan P How},
Booktitle = {American Control Conference},
Date-Added = {2018-05-16 13:57:03 +0000},
Date-Modified = {2018-05-16 13:58:04 +0000},
Title = {Active Sampling for Closed-Loop Statistical Verification of Uncertain Nonlinear Systems},
Url = {https://ieeexplore.ieee.org/document/8431662},
Year = {2018},
Bdsk-Url-1 = {https://ieeexplore.ieee.org/document/8431662}}
@article{Campbell18_TPAMI,
Author = {T. Campbell and B. Kulis and J. P. How},
Date-Added = {2018-05-16 13:17:57 +0000},
Date-Modified = {2018-05-16 13:19:05 +0000},
Journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
Title = {{Dynamic clustering algorithms via small-variance analysis of Markov chain mixture models}},
Url = {https://arxiv.org/abs/1707.08493},
Year = {2018},
Bdsk-Url-1 = {https://arxiv.org/abs/1707.08493}}
@conference{HoangICRA_18,
Author = {Trong Nghia Hoang and Yuchen Xiao and Kavinayan Sivakumar and Christopher Amato and Jonathan P. How},
Booktitle = icra,
Date-Added = {2017-10-09 12:21:43 +0000},
Date-Modified = {2018-05-16 14:08:35 +0000},
Title = {Near-Optimal Adversarial Policy Switching for Decentralized Asynchronous Multi-Agent Systems},
Type = {@unpublished},
Url = {https://arxiv.org/abs/1710.06525},
Year = {2018},
Bdsk-Url-1 = {https://arxiv.org/abs/1710.06525}}
@inproceedings{Banerjee17_ACC,
Author = {T. Banerjee and Miao Liu and J. P. How},
Booktitle = {2017 American Control Conference (ACC)},
Doi = {10.23919/ACC.2017.7962986},
Month = {May},
Pages = {399-405},
Title = {{Quickest change detection approach to optimal control in Markov decision processes with model changes}},
Year = {2017},
Bdsk-Url-1 = {http://dx.doi.org/10.23919/ACC.2017.7962986}}
@article{Wei2016_Auto,
Author = {Wei, Hongchuan and Lu, Wenjie and Zhu, Pingping and Ferrari, Silvia and Liu, Miao and Klein, Robert H and Omidshafiei, Shayegan and How, Jonathan P},
Date-Added = {2017-05-31 16:44:48 +0000},
Date-Modified = {2017-05-31 16:44:48 +0000},
Journal = {Automatica},
Pages = {360--368},
Publisher = {Elsevier},
Title = {{Information value in nonparametric Dirichlet-process Gaussian-process (DPGP) mixture models}},
Volume = {74},
Year = {2016}}
@conference{Straub17_CVPR,
Author = {J. Straub and T. Campbell and J. P. How and J.~W.~Fisher},
Booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR),},
Date-Added = {2017-05-31 16:38:48 +0000},
Date-Modified = {2017-05-31 16:38:48 +0000},
Title = {{Efficient Global Point Cloud Alignment using Bayesian Nonparametric Mixtures}},
Year = {2017}}
@conference{Liu17_IROS,
Author = {Miao Liu and Kavinayan Sivakumar and Shayegan Omidshafiei and Christopher Amato and Jonathan P. How},
Booktitle = iros,
Date-Added = {2017-05-31 16:19:58 +0000},
Date-Modified = {2017-05-31 16:22:04 +0000},
Title = {{Learning for Multi-robot Cooperation in Partially Observable Stochastic Environments with Macro-actions}},
Url = {https://arxiv.org/abs/1707.07399},
Year = {2017},
Bdsk-Url-1 = {https://arxiv.org/abs/1707.07399}}
@conference{Wei17_TAC,
Author = {Hongchuan Wei and Pingping Zhu and Miao Liu and Jonathan P. How and Silvia Ferrari},
Booktitle = {IEEE Transactions on Control},
Date-Added = {2017-05-31 16:17:21 +0000},
Date-Modified = {2018-05-16 14:13:27 +0000},
Title = {{Automatic Pan-tilt Camera Control for Learning Dirichlet Process Gaussian Process (DPGP) Mixture Models of Multiple Moving Targets}},
Year = {2017}}
@conference{Pazis17_NIPS,
Author = {Jason Pazis and Ronald Parr and Jonathan P How},
Booktitle = {{Neural Information Processing Systems (NIPS) }},
Date-Added = {2017-05-31 16:13:46 +0000},
Date-Modified = {2017-05-31 16:14:52 +0000},
Title = {{Sample Efficient PAC Reinforcement Learning in MDPs via Inter and Intra-task Knowledge Transfer}},
Year = {2017 (submitted)}}
@conference{Pazis16_NIPS,
Author = {Jason Pazis and Ronald Parr and Jonathan How},
Booktitle = {{Neural Information Processing Systems (NIPS) }},
Date-Added = {2017-05-31 16:11:02 +0000},
Date-Modified = {2017-05-31 16:47:56 +0000},
Title = {{Improving PAC Exploration Using the Median Of Means}},
Year = {2016}}
@article{Johnson16_JAIS,
Author = {Luke B. Johnson and Sameera S. Ponda and Han-Lim Choi and Jonathan P How},
Date-Added = {2016-12-08 11:34:01 +0000},
Date-Modified = {2016-12-08 11:35:22 +0000},
Journal = {AIAA Journal of Aerospace Information Systems},
Title = {Decentralized Task Allocation Using Local Information Consistency Assumptions},
Year = {2016}}
@mastersthesis{Wiken15_SM,
Author = {James Neil Wiken},
Date-Added = {2016-09-20 13:27:22 +0000},
Date-Modified = {2016-09-20 13:27:22 +0000},
Month = {May},
School = {Department of Aeronautics and Astronautics, Massachusetts Institute of Technology},
Title = {Analysis of a Quadrotor in Forward Flight},
Year = {2015}}
@mastersthesis{Lopez16_SM,
Author = {Brett Lopez},
Date-Added = {2016-09-20 13:20:38 +0000},
Date-Modified = {2016-09-20 13:21:22 +0000},
School = {Department of Aeronautics and Astronautics, Massachusetts Institute of Technology},
Title = {Low-Latency Trajectory Planning for High-Speed Navigation in Unknown Environments},
Year = {2016}}
@conference{Lopez17_ICRA,
Author = {Brett Lopez and Jonathan P How},
Booktitle = icra,
Date-Added = {2016-09-20 13:17:41 +0000},
Date-Modified = {2017-06-11 01:28:12 +0000},
Title = {{Aggressive 3-D Collision Avoidance for High-Speed Navigation}},
Year = {2017}}
@inproceedings{Lopez17_IROS,
Address = {Vancouver, BC, Canada},
Author = {Brett T. Lopez and Jonathan P. How},
Booktitle = iros,
Date-Modified = {2018-05-16 14:13:12 +0000},
Month = {September},
Title = {{Aggressive Collision Avoidance with Limited Field-of-View Sensing}},
Year = {2017}}
@article{Alighanbari08_JACIC,
Author = {Alighanbari, Mehdi and How, Jonathan P},
Date-Added = {2016-07-31 13:41:54 +0000},
Date-Modified = {2016-07-31 13:42:06 +0000},
Journal = {Journal of Aerospace Computing, Information, and Communication},
Number = {9},
Pages = {298--311},
Title = {Unbiased Kalman consensus algorithm},
Volume = {5},
Year = {2008}}
@article{Johnson16_CSM,
Author = {Johnson, Luke B and Choi, Han-Lim and How, Jonathan P},
Date-Added = {2016-07-31 13:30:33 +0000},
Date-Modified = {2016-07-31 13:30:47 +0000},
Journal = {IEEE Control Systems},
Number = {4},
Pages = {45--58},
Publisher = {IEEE},
Title = {The Role of Information Assumptions in Decentralized Task Allocation: A Tutorial},
Volume = {36},
Year = {2016}}
@article{Mu17_TRO,
Author = {Mu, Beipeng and Paull, Liam and Agha-Mohammadi, Ali-Akbar and Leonard, John J and How, Jonathan P},
Journal = {IEEE Transactions on Robotics},
Number = {1},
Pages = {124--140},
Publisher = {IEEE},
Title = {{Two-Stage Focused Inference for Resource-Constrained Minimal Collision Navigation}},
Url = {https://ieeexplore.ieee.org/document/7811270},
Volume = {33},
Year = {2017},
Bdsk-Url-1 = {https://ieeexplore.ieee.org/document/7811270}}
@article{Omidshafiei16_IJRR,
Author = {Omidshafiei, Shayegan and Agha-Mohammadi, Ali-Akbar and Amato, Christopher and Liu, Shih-Yuan and How, Jonathan P.},
Date-Added = {2016-06-03 14:22:31 +0000},
Date-Modified = {2018-04-01 18:03:10 +0000},
Journal = {International Journal of Robotics Research},
Number = {2},
Pages = {231--258},
Publisher = {SAGE Publications Sage UK: London, England},
Title = {{Decentralized Control of Multi-Robot Partially Observable Markov Decision Processes using Belief Space Macro-actions}},
Url = {https://doi.org/10.1177/0278364917692864},
Volume = {36},
Year = {2017},
Bdsk-Url-1 = {https://doi.org/10.1177/0278364917692864}}
@inproceedings{Mu16_CDC,
Address = {Las Vegas, USA},
Author = {B. Mu AND M. Giamou and L. Paull AND A. Agha-mohammadi AND J. Leonard AND J. How},
Booktitle = cdc,
Date-Added = {2016-05-09 14:58:46 +0000},
Date-Modified = {2017-06-19 09:50:40 +0000},
Month = {December},
Title = {{Information-based Active SLAM via Topological Feature Graphs}},
Year = {2016}}
@inproceedings{Mu16_IROS,
Address = {Daejeon, Korea},
Author = {B. Mu AND S. Liu and L. Paull AND J. Leonard AND J. How},
Booktitle = {Proceedings of the IEEE International Conference on Intelligent Robots and Systems},
Date-Added = {2016-05-09 14:58:28 +0000},
Date-Modified = {2017-06-11 01:35:05 +0000},
Keywords = {AI, DGC, RRT, Vision, path planning},
Month = {Oct.},
Title = {{SLAM with Objects using a Nonparametric Pose Graph}},
Year = {2016}}
@article{Newstadt15_TSP,
Author = {Newstadt, Gregory E and Mu, Beipeng and Wei, Dennis and How, Jonathan P and Hero, Alfred O},
Date-Added = {2016-05-09 14:12:18 +0000},
Date-Modified = {2016-05-09 14:12:37 +0000},
Journal = {Signal Processing, IEEE Transactions on},
Number = {23},
Pages = {6299--6314},
Publisher = {IEEE},
Title = {Importance-Weighted Adaptive Search for Multi-Class Targets},
Volume = {63},
Year = {2015}}
@inproceedings{mu2015adaptive,
Author = {Mu, Beipeng and Newstadt, Gregory E and Wei, Dennis L and Hero, Alfred O and How, Jonathan P},
Booktitle = {Information Fusion (Fusion), 2015 18th International Conference on},
Date-Added = {2016-05-09 14:10:45 +0000},
Date-Modified = {2016-05-09 14:10:45 +0000},
Organization = {IEEE},
Pages = {28--33},
Title = {Adaptive search for multi-class targets with heterogeneous importance},
Year = {2015}}
@phdthesis{Levine14_phd,
Author = {Levine, Daniel S},
Date-Added = {2016-05-09 14:05:26 +0000},
Date-Modified = {2016-05-09 14:06:04 +0000},
School = {Department of Aeronautics and Astronautics, Massachusetts Institute of Technology},
Title = {Focused active inference},
Year = {2014}}
@inproceedings{Levine13_NIPS,
Author = {Levine, Daniel S and How, Jonathan P},
Booktitle = {Advances in Neural Information Processing Systems},
Date-Added = {2016-05-09 13:59:02 +0000},
Date-Modified = {2016-05-09 13:59:22 +0000},
Pages = {2211--2219},
Title = {Sensor selection in high-dimensional gaussian trees with nuisances},
Year = {2013}}
@article{Chowdhary15_TNNLS,
Author = {G. Chowdhary and H. A. Kingravi and J. P. How and P. A. Vela},
Date-Added = {2016-04-30 19:46:06 +0000},
Date-Modified = {2018-11-07 10:50:03 -0500},
Doi = {10.1109/TNNLS.2014.2319052},
Issn = {2162-237X},
Journal = {IEEE Transactions on Neural Networks and Learning Systems},
Keywords = {Bayes methods;Gaussian processes;closed loop systems;model reference adaptive control systems;stability;Bayesian nonparametric uncertainty model;GP-MRAC;Gaussian process-based Bayesian MRAC architecture;closed-loop performance;model reference adaptive control;stochastic stability;Adaptation models;Adaptive control;Approximation methods;Bayes methods;Kernel;Stability analysis;Uncertainty;Adaptive control;Bayesian nonparametric models;Gaussian processes (GPs);kernel;nonlinear control systems;nonlinear control systems.},
Month = {March},
Number = {3},
Pages = {537-550},
Title = {{Bayesian Nonparametric Adaptive Control Using Gaussian Processes}},
Volume = {26},
Year = {2015},
Bdsk-Url-1 = {http://dx.doi.org/10.1109/TNNLS.2014.2319052}}
@inproceedings{Straub15_CVPR,
Author = {Straub, Julian and Campbell, Trevor and How, Jonathan P and Fisher, John W},
Booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
Date-Added = {2015-10-10 18:25:06 +0000},
Date-Modified = {2017-05-31 16:03:45 +0000},
Pages = {334--342},
Title = {Small-Variance Nonparametric Clustering on the Hypersphere},
Year = {2015}}
@article{Chowdhary14_AAS,
Author = {Chowdhary, Girish and Liu, Miao and Grande, Robert and Walsh, Thomas and How, Jonathan and Carin, Lawrence},
Date-Added = {2015-05-05 12:45:20 +0000},
Date-Modified = {2018-11-07 10:49:53 -0500},
Journal = {IEEE/CAA Journal of Automatica Sinica},
Number = {3},
Pages = {227--238},
Publisher = {IEEE},
Title = {{Off-policy reinforcement learning with Gaussian processes}},
Volume = {1},
Year = {2014}}
@article{URE15_US,
Author = {Ure, N Kemal and Chowdhary, Girish and How, Jonathan P and Vian, John},
Date-Added = {2015-05-02 20:42:50 +0000},
Date-Modified = {2015-05-02 20:43:06 +0000},
Journal = {Unmanned Systems},
Number = {02},
Pages = {89--107},
Publisher = {World Scientific},
Title = {Health Aware Planning Under Uncertainty for Collaborating Heterogeneous Teams of Mobile Agents},
Volume = {3},
Year = {2015}}
@article{URE15_TRM,
Author = {Ure, N Kemal and Chowdhary, Girish and Toksoz, Tuna and How, Jonathan P and Vavrina, Matthew A and Vian, John},
Date-Added = {2015-05-02 20:40:07 +0000},
Date-Modified = {2015-05-02 20:41:57 +0000},
Journal = {{IEEE/ASME Transactions on Mechatronics}},
Number = {1},
Pages = {275--286},
Publisher = {IEEE},
Title = {An automated battery management system to enable persistent missions with multiple aerial vehicles},
Volume = {20},
Year = {2015}}
@article{Cutler15_DSMC,
Author = {Mark Cutler and Jonathan P. How},
Journal = {ASME Journal of Dynamic Systems, Measurement and Control},
Month = {October},
Number = {10},
Pages = {101002--101002-14},
Title = {Analysis and Control of a Variable-Pitch Quadrotor for Agile Flight},
Url = {http://markjcutler.com/papers/Cutler15_DSMC.pdf},
Volume = {137},
Year = {2015},
Bdsk-Url-1 = {http://markjcutler.com/papers/Cutler15_DSMC.pdf}}
@misc{Newstadt14_arxiv,
Author = {Gregory Newstadt and Beipeng Mu and Dennis Wei and Jonathan P. How and Alfred O. Hero},
Bibsource = {dblp computer science bibliography, http://dblp.org},
Biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/NewstadtMWHH14},
Date-Added = {2015-04-23 09:38:19 +0000},
Date-Modified = {2015-04-23 09:41:48 +0000},
Howpublished = {http://arxiv.org/abs/1409.7808},
Journal = {CoRR},
Month = {Sept},
Timestamp = {Wed, 01 Oct 2014 15:00:04 +0200},
Title = {Resource-Constrained Adaptive Search for Sparse Multi-Class Targets with Varying Importance},
Url = {http://arxiv.org/abs/1409.7808},
Volume = {abs/1409.7808},
Year = {2014},
Bdsk-Url-1 = {http://arxiv.org/abs/1409.7808}}
@inproceedings{Mu_RSS_15,
Address = {Rome, Italy},
Author = {Beipeng Mu AND Ali-akbar Agha-mohammadi AND Liam Paull AND Matthew Graham AND Jonathan How AND John Leonard},
Booktitle = {Proceedings of Robotics: Science and Systems},
Month = {July},
Title = {Two-Stage Focused Inference for Resource-Constrained Collision-Free Navigation},
Year = {2015}}
@article{Mu14_Auto,
Author = {Mu, Beipeng and Chowdhary, Girish and How, Jonathan P},
Date-Added = {2015-04-23 02:28:13 +0000},
Date-Modified = {2015-04-23 02:28:26 +0000},
Journal = {Automatica},
Number = {6},
Pages = {1590--1602},
Publisher = {Elsevier},
Title = {Efficient distributed sensing using adaptive censoring-based inference},
Volume = {50},
Year = {2014}}
@inproceedings{Agha14_RSS,
Author = {A. Agha-mohammadi and Shayegan Omidshafiei and Christopher Amato and Jonathan P. How},
Booktitle = {Robotics: Science and Systems 2014 Workshop on Distributed Control and Estimation for Robotic Vehicle Networks},
Date-Added = {2014-10-06 23:28:21 +0000},
Date-Modified = {2014-10-06 23:29:16 +0000},
Title = {{Graph-based Planning to Solve Multi-agent POMDPs}},
Year = {2014}}
@conference{Chowdhary13_RLDM,
Author = {Girish Chowdhary and Miao Liu and Robert C. Grande and Thomas J. Walsh and Jonathan P. How},
Booktitle = {Multidisciplinary Conference on Reinforcement Learning and Decision Making},
Date-Added = {2014-09-21 15:38:49 +0000},
Date-Modified = {2018-11-07 10:49:33 -0500},
Title = {{Off-Policy Reinforcement Learning with Gaussian Processes}},
Year = {2013}}
@techreport{techReportHAFIRM,
Author = {Aliakbar Agha-mohammadi and Nazim Kemal Ure and Jonathan P. How and John Vian},
Contact = {[email protected]},
Institution = {Department of Aeronautics and Astronautics, Massachusetts Institute of Technology},
Month = {December},
Title = {Technical Report: Health Aware Planning in Belief Space For Partially Observable Motion Planning Problems},
Url = {http://acl.mit.edu/papers/HA_FIRM_TechReport.pdf},
Year = {2013},
Bdsk-Url-1 = {http://acl.mit.edu/papers/Proof.pdf}}
@article{Debruijn2011_JAE,
Author = {de Bruijn, F. and Gill, E. and How, J. P.},
Date-Added = {2012-02-19 19:16:15 -0500},
Date-Modified = {2019-04-15 08:57:46 -0400},
Journal = {Journal of Aerospace Engineering, Sciences and Applications},
Number = {2},
Pages = {1--15},
Title = {COMPARATIVE ANALYSIS OF CARTESIAN AND CURVILINEAR CLOHESSY-WILTSHIRE EQUATIONS},
Volume = {3},
Year = {2011}}
@article{Abbott02_LIGO,
Author = {R.~Abbott and R.~Adhikari and G.~Allen and S.~Cowley and E.~Daw and D.~DeBra and J.~Giaime and G.~Hammond and M.~Hammond and C.~Hardham and J.~P.~How and W.~Hua and W.~Johnson and B.~Lantz and K.~Mason and R.~Mittleman and J.~Nichol and S.Richman and J.~Rollins and D.~Shoemaker and G.~Stapfer and R.~Stebbins},
Date-Added = {2011-07-08 11:00:36 -0400},