sumedh7 / CausalCuriosityLinks
Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML 2021.
☆42Updated 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…☆46Updated 3 years ago
- ☆34Updated 2 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆49Updated 4 years ago
- Code for "Offline Meta-Reinforcement Learning with Advantage Weighting" [ICML 2021]☆47Updated 2 years ago
- Random parameter environments using gym 0.7.4 and mujoco-py 0.5.7☆20Updated 6 years ago
- ☆54Updated last year
- Model-Based Offline Reinforcement Learning☆50Updated 4 years ago
- ☆43Updated 4 years ago
- ☆31Updated 2 years ago
- Code for FOCAL Paper Published at ICLR 2021☆51Updated last year
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆67Updated 3 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Updated 3 years ago
- ☆47Updated 3 years ago
- Official implementation for the paper "Offline Meta RL - Identifiability Challenges and Effective Data Collection Strategies", NeurIPS 20…☆31Updated 3 years ago
- Implementation of ICML2020 paper <Bidirectional Model-based Policy Optimization>☆23Updated 2 years ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆61Updated 3 years ago
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆48Updated 4 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆189Updated 3 years ago
- ☆27Updated 5 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 5 years ago
- Deconfounding Reinforcement Learning in Observational Settings☆52Updated 6 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 accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆71Updated 2 years ago
- [ICML 2022] The official implementation of DWBC in "Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations"☆35Updated 2 years ago
- Pytorch code for "Learning Belief Representations for Imitation Learning in POMDPs" (UAI 2019)☆21Updated 3 years ago
- Code for paper Causal Confusion in Imitation Learning☆46Updated 5 years ago
- ☆13Updated 2 years ago
- ☆48Updated 2 years ago
- ☆57Updated 2 years ago
- ☆26Updated 2 years ago