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Update README.md (#10)
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hesuieins authored Aug 9, 2023
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This repository provides a toolkit to test iterative learning controller.

## References
If you find this project useful in your work, please consider citing following paper [[arXiv]](https://arxiv.org/abs/2302.14246):
```
@inproceedings{zeng2023i2lqr,
title={i2LQR: Iterative LQR for Iterative Tasks in Dynamic Environments},
Expand Down Expand Up @@ -52,7 +53,7 @@ This allows to test the nonlinear lmpc controller. The argparse arguments are li
| `num_ss_points` | int | any number that is greater than `1` | history states used for learning |
| `ss_option` | string | `space`, `time` or `all` | criteria for history states selection |
| `plotting` | action | `store_true` | save plotting if true |
| `save-trajectory` | action | `store_true` | save simulator will store the history states and inputs if true |
| `save_trajectory` | action | `store_true` | save simulator will store the history states and inputs if true |


#### Iterative lqr for iterative tasks
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| `num_ss_iters` | int | any number that is greater than `1` | iterations used for learning |
| `num_ss_points` | int | any number that is greater than `1` | history states used for learning |
| `plotting` | action | `store_true` | save plotting if true |
| `save-trajectory` | action | `store_true` | save simulator will store the history states and inputs if true |
| `save_trajectory` | action | `store_true` | save simulator will store the history states and inputs if true |

#### Known Issues
- To change the simulation timestep, the number of prediction horizon and number of history states used for learning should be changed.
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