dido1998 / CausalMBRL
Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning
☆48Updated 3 years ago
Alternatives and similar repositories for CausalMBRL:
Users that are interested in CausalMBRL are comparing it to the libraries listed below
- Invariant Causal Prediction for Block MDPs☆44Updated 4 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆38Updated 3 years ago
- Code for paper Causal Confusion in Imitation Learning☆45Updated 5 years ago
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 4 years ago
- Official code repo for paper: Hybrid RL: Using both offline and online data can make RL efficient.☆24Updated 2 years ago
- ☆30Updated 2 years ago
- ☆30Updated 2 years ago
- ☆85Updated 8 months ago
- Change-Based Exploration Transfer☆36Updated 2 years ago
- Reinforcement Learning via Supervised Learning☆71Updated 2 years ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆38Updated 3 years ago
- My Body Is A Cage☆39Updated 3 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- Pytorch code for "Learning Belief Representations for Imitation Learning in POMDPs" (UAI 2019)☆18Updated 2 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆83Updated 3 years ago
- ☆32Updated 8 months ago
- Efficient Exploration via State Marginal Matching (2019)☆67Updated 5 years ago
- Sandbox environment for generalizable agent research☆24Updated 2 years ago
- ☆44Updated last year
- ☆43Updated 3 years ago
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆16Updated 3 years ago
- ☆53Updated last year
- Official Codebase for Offline Reinforcement Learning from Images with Latent Space Models☆30Updated 3 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆44Updated last year
- Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective☆80Updated 2 years ago
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated last year
- ☆42Updated 4 years ago
- Code for "Task-Agnostic Continual RL: In Praise of a Simple Baseline"☆33Updated last year
- Codebase for project about unsupervised skill learning via variational inference and causality.☆42Updated last year