causal-rl-anonymous / causal-rl
☆44Updated 2 years ago
Alternatives and similar repositories for causal-rl:
Users that are interested in causal-rl are comparing it to the libraries listed below
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆38Updated 3 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆48Updated 3 years ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆61Updated 2 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆15Updated 2 years ago
- Deconfounding Reinforcement Learning in Observational Settings☆50Updated 5 years ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆38Updated 2 years ago
- Code for NeurIPS 2021 paper: "Invariant Causal Imitation Learning for Generalizable Policies" by I. Bica, D. Jarrett, M. van der Schaar☆27Updated 3 years ago
- ☆29Updated 2 years ago
- Official implementation of "Know Your Action Set: Learning Action Relations for Reinforcement Learning", Jain et al., ICLR 2022.☆17Updated 2 years ago
- Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)☆42Updated 4 years ago
- Toolkit of Causal Model-based Reinforcement Learning.☆33Updated last year
- PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020☆39Updated 4 years ago
- Simulation code for reference with MABUC article: Bareinboim, Forney, & Pearl (2015)☆17Updated 9 years ago
- ☆17Updated 2 years ago
- ☆85Updated 7 months ago
- Code for Expert Supervised Reinforcement Learning☆10Updated 3 years ago
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆45Updated 4 years ago
- Code for demonstration example-task in RUDDER blog☆23Updated 4 years ago
- Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning…☆36Updated 10 months ago
- ☆32Updated 7 months ago
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆34Updated 2 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆48Updated 2 years ago
- VIME: Variational Information Maximizing Exploration☆9Updated 5 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 4 years ago
- ☆29Updated 2 years ago
- References at the Intersection of Causality and Reinforcement Learning☆89Updated 4 years ago
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆41Updated 6 months ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆39Updated 4 months ago
- This is the official implementation of NeurIPS 2022 paper "Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal R…☆32Updated 2 years ago
- ☆42Updated 3 years ago