gkswamy98/causal_il

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Created about 3 years ago
Updated almost 2 years ago

gkswamy98/causal_il

gkswamy98

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

fast_irl

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

Jupyter Notebook

imessage-spam-detection

pillbox

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

Jupyter Notebook

dotfiles

some of my configs

sequence_model_il

Contains sequence-model implementations of on and off-policy imitation learning algorithms for problems with unobserved contexts.

Jupyter Notebook

valuedice

Fork of ValueDICE code that supports discrete action spaces, pybullet, and is truly off-policy.

meta-rl-bci

meta learning + maxent deeprl for shared autonomy from eeg signals

replay_est

Contains implementation of the replay estimation algorithm from "Minimax Optimal Online Imitation Learning via Replay Estimation."

webtouch

Add buttons to your Touch Bar that trigger IFTTT recipes.

adversarial_rl

CS 294-131 Project, reimplementing https://arxiv.org/pdf/1702.02284.pdf.

intuit-mlab-sp18

Code and work for SP18 Intuit-ML@B Project on determining important personal finance terms and their relationships.