sumedh7 / CausalCuriosityLinks
Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML 2021.
☆46Updated 4 years ago
Alternatives and similar repositories for CausalCuriosity
Users that are interested in CausalCuriosity are comparing it to the libraries listed below
Sorting:
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆47Updated 3 years ago
- ☆35Updated 3 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆52Updated 4 years ago
- Random parameter environments using gym 0.7.4 and mujoco-py 0.5.7☆20Updated 6 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆191Updated 3 years ago
- Model-Based Offline Reinforcement Learning☆52Updated 5 years ago
- ☆40Updated 4 years ago
- ☆54Updated last year
- ☆48Updated 3 years ago
- Code for "Offline Meta-Reinforcement Learning with Advantage Weighting" [ICML 2021]☆46Updated 3 years ago
- ☆31Updated 3 years ago
- ☆88Updated last year
- Code for FOCAL Paper Published at ICLR 2021☆55Updated 2 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆153Updated 2 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆79Updated 3 years ago
- This is the official implementation of NeurIPS 2022 paper "Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal R…☆35Updated 3 years ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆62Updated 3 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Updated 3 years ago
- Code for Invariant Policy Optimization☆14Updated 5 years ago
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆72Updated 3 years ago
- ☆115Updated 2 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Updated 3 years ago
- ☆26Updated 2 years ago
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆32Updated 2 years ago
- ☆44Updated 4 years ago
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆46Updated 4 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆156Updated 4 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆35Updated 3 years ago
- ☆135Updated last year
- ☆30Updated 3 years ago