Pinned

1. fast_irl fast_irl Public

   Contains implementation of the FILTER algorithm for exponentially faster inverse reinforcement learning.

   Jupyter Notebook 42 4

2. pillbox pillbox Public

   Contains implementation of AdVIL, AdRIL, and DAeQuIL algorithms from the ICML '21 Paper Of Moments and Matching.

   Jupyter Notebook 21 4

3. causal_il causal_il Public

   Contains implementation of the DoubIL and ResiduIL algorithms from the ICML '22 paper Causal Imitation Learning under Temporally Correlated Noise.

   Jupyter Notebook 7

4. acmi-lab/cmu-10732-robustness-adaptivity-shift acmi-lab/cmu-10732-robustness-adaptivity-shift Public

   Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments

   72 1

5. jren03/garage jren03/garage Public

   ⚡️ Shockingly fast imitation learning algorithms via combining online and offline data engines. ⚡️

   Python 3 1

6. FLAIROx/jaxirl FLAIROx/jaxirl Public

   Contains JAX implementation of algorithms for inverse reinforcement learning

   Python 51 1