causal-rl-anonymous / causal-rlLinks
☆48Updated 3 years ago
Alternatives and similar repositories for causal-rl
Users that are interested in causal-rl are comparing it to the libraries listed below
Sorting:
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆44Updated 4 years ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆52Updated 4 years ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆47Updated 3 years ago
- Deconfounding Reinforcement Learning in Observational Settings☆51Updated 6 years ago
- ☆89Updated last year
- Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.☆46Updated 4 years ago
- OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.☆62Updated 3 years ago
- CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning☆235Updated 3 years ago
- PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020☆44Updated 5 years ago
- Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning…☆40Updated last year
- Simulation code for reference with MABUC article: Bareinboim, Forney, & Pearl (2015)☆17Updated 10 years ago
- Code for Expert Supervised Reinforcement Learning☆10Updated 4 years ago
- ☆34Updated 3 years ago
- References at the Intersection of Causality and Reinforcement Learning☆89Updated 5 years ago
- Model-Based Offline Reinforcement Learning☆51Updated 4 years ago
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆44Updated 7 years ago
- Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)☆45Updated 5 years ago
- Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"☆47Updated 2 years ago
- Offline Reinforcement Learning Reading Group☆28Updated 2 years ago
- Invariant Causal Prediction for Block MDPs☆44Updated 5 years ago
- Explorer is a PyTorch reinforcement learning framework for exploring new ideas.☆97Updated 5 months ago
- Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"☆34Updated 6 years ago
- ☆27Updated 5 years ago
- ☆18Updated 3 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆40Updated 4 months ago
- Toolkit of Causal Model-based Reinforcement Learning.☆32Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆92Updated 4 years ago
- ☆40Updated 4 years ago
- A curated list of causal reinforcement learning resources.☆105Updated last year
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆71Updated 2 years ago