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
- ☆34Updated 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
- ☆54Updated last year
- Random parameter environments using gym 0.7.4 and mujoco-py 0.5.7☆20Updated 6 years ago
- ☆48Updated 3 years ago
- Model-Based Offline Reinforcement Learning☆52Updated 5 years ago
- Code for Invariant Policy Optimization☆13Updated 5 years ago
- Code for FOCAL Paper Published at ICLR 2021☆55Updated 2 years ago
- Code for "Offline Meta-Reinforcement Learning with Advantage Weighting" [ICML 2021]☆46Updated 3 years ago
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆72Updated 2 years ago
- ☆31Updated 3 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆153Updated 2 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Updated 3 years ago
- Official implementation of "Know Your Action Set: Learning Action Relations for Reinforcement Learning", Jain et al., ICLR 2022.☆18Updated 3 years ago
- Code for paper Causal Confusion in Imitation Learning☆46Updated 6 years ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆62Updated 3 years ago
- ☆26Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆191Updated 3 years ago
- ☆114Updated 2 years ago
- Learning Invariant Representations for Reinforcement Learning without Reconstruction☆155Updated 4 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆79Updated 3 years ago
- ☆44Updated 4 years ago
- ☆134Updated last year
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆32Updated 2 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆70Updated 3 years ago
- ☆40Updated 4 years ago
- ☆15Updated 5 years ago
- ☆30Updated 3 years ago
- This is the official implementation of NeurIPS 2022 paper "Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal R…☆35Updated 2 years ago