Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"
PyTorch implementation of the implicit Q-learning algorithm (IQL)
Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL
Non-modular implementation of common RL algorithms
Code for Offline Reinforcement Learning Using Implicit Q Learning
Offline RL on Procgen CoinRun with visual data augmentation, comparing Behavior Cloning, IQL and CQL for generalization to unseen levels.
Diagnostic study of regime representations in offline reinforcement learning under heterogeneous behavior data.
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