dido1998 / CausalMBRLLinks
Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning
☆48Updated 4 years ago
Alternatives and similar repositories for CausalMBRL
Users that are interested in CausalMBRL are comparing it to the libraries listed below
Sorting:
- Invariant Causal Prediction for Block MDPs☆44Updated 5 years ago
- ☆86Updated last year
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- ☆29Updated 4 years ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆43Updated 3 years ago
- Official code repo for paper: Hybrid RL: Using both offline and online data can make RL efficient.☆24Updated 2 years ago
- Code for the paper Novelty Search in Representational Space for Sample Efficient Exploration presented at NeurIPS 2020.☆14Updated last year
- Source code for the Self-Paced Deep Reinforcement Learning Experiments☆32Updated 2 years ago
- Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning (NeurIPS 2020)☆39Updated 4 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆44Updated last year
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆40Updated 4 years ago
- Sandbox environment for generalizable agent research☆26Updated 2 years ago
- ☆32Updated last year
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆17Updated 3 years ago
- Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"☆56Updated last year
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 5 years ago
- Code for paper Causal Confusion in Imitation Learning☆45Updated 5 years ago
- ☆48Updated 2 years ago
- ☆31Updated 2 years ago
- Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)☆54Updated 4 years ago
- ☆26Updated 2 years ago
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆30Updated 4 years ago
- Taming MAML: efficient unbiased meta-reinforcement learning☆30Updated 2 years ago
- Change-Based Exploration Transfer☆35Updated 3 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆88Updated 4 years ago
- ☆16Updated 3 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- ☆31Updated 4 years ago
- Official implementation for the paper "Offline Meta RL - Identifiability Challenges and Effective Data Collection Strategies", NeurIPS 20…☆31Updated 3 years ago
- Mutual Information State Intrinsic Control (ICLR 2021 Spotlight)☆37Updated 4 years ago