asonabend / ESRL
Code for Expert Supervised Reinforcement Learning
☆10Updated 3 years ago
Alternatives and similar repositories for ESRL:
Users that are interested in ESRL are comparing it to the libraries listed below
- Toolkit of Causal Model-based Reinforcement Learning.☆33Updated last year
- ☆42Updated 3 years ago
- ☆17Updated 2 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆15Updated 2 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆34Updated 2 years ago
- Anti exploration in offline reinforcement learning☆9Updated 3 years ago
- Related papers for offline reforcement learning (we mainly focus on representation and sequence modeling and conventional offline RL)☆18Updated 2 years ago
- Model-Based Offline Reinforcement Learning☆49Updated 4 years ago
- Code for FOCAL Paper Published at ICLR 2021☆51Updated last year
- Offline Risk-Averse Actor-Critic (O-RAAC). A model-free RL algorithm for risk-averse RL in a fully offline setting☆35Updated 4 years ago
- Code for demonstration example-task in RUDDER blog☆23Updated 4 years ago
- Random parameter environments using gym 0.7.4 and mujoco-py 0.5.7☆20Updated 6 years ago
- Official implementation of "Know Your Action Set: Learning Action Relations for Reinforcement Learning", Jain et al., ICLR 2022.☆17Updated 3 years ago
- ☆28Updated 3 years ago
- ☆15Updated 4 years ago
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Updated 4 years ago
- ☆24Updated 7 months ago
- ☆15Updated 4 years ago
- ☆18Updated last year
- ☆26Updated 2 years ago
- Safe Reinforcement Learning with Natural Language Constraints☆15Updated 3 years ago
- Implementation of "Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update", NeurIPS 2019.☆17Updated 5 years ago
- Safe Policy Improvement with Baseline Bootstrapping☆26Updated 4 years ago
- ☆14Updated 3 years ago
- ☆29Updated 2 years ago
- We investigate the effect of populations on finding good solutions to the robust MDP☆28Updated 3 years ago
- V-MPO torch version with DMLab30 and GTrXL☆12Updated 4 years ago
- Code for NeurIPS 2021 paper "Curriculum Offline Imitation Learning"☆18Updated 2 years ago
- Learning Laplacian Representations in Reinforcement Learning☆17Updated 4 years ago
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆25Updated 3 years ago