facebookresearch / icp-block-mdpLinks
Invariant Causal Prediction for Block MDPs
☆44Updated 5 years ago
Alternatives and similar repositories for icp-block-mdp
Users that are interested in icp-block-mdp are comparing it to the libraries listed below
Sorting:
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆48Updated 4 years ago
- ☆87Updated last year
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆89Updated 4 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- ☆43Updated 6 years ago
- Automatic Data-Regularized Actor-Critic (Auto-DrAC)☆102Updated 2 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆79Updated 6 years ago
- Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"☆47Updated last year
- Efficient Exploration via State Marginal Matching (2019)☆69Updated 6 years ago
- Revisiting Rainbow☆75Updated 4 years ago
- Proto-RL: Reinforcement Learning with Prototypical Representations☆83Updated 3 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 4 years ago
- Continual Reinforcement Learning in 3D Non-stationary Environments☆38Updated 6 years ago
- ☆54Updated last year
- Repository for the paper "Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors"☆45Updated 2 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆45Updated last year
- Sandbox environment for generalizable agent research☆26Updated 3 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆64Updated 2 years ago
- Change-Based Exploration Transfer☆35Updated 3 years ago
- ☆29Updated 4 years ago
- Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning☆90Updated 2 years ago
- Code for the paper Novelty Search in Representational Space for Sample Efficient Exploration presented at NeurIPS 2020.☆14Updated last year
- Taming MAML: efficient unbiased meta-reinforcement learning☆30Updated 2 years ago
- ☆26Updated 2 years ago
- CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery☆81Updated 3 years ago
- ☆48Updated 2 years ago
- ☆24Updated last year
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 5 years ago
- E-MAML, and RL-MAML baseline implemented in Tensorflow v1☆16Updated 5 years ago
- Reinforcement Learning via Supervised Learning☆71Updated 3 years ago