hcmlab / GANterfactual-RL
Counterfactual explanations for Reinforcement Learning agents on Atari
☆11Updated last year
Alternatives and similar repositories for GANterfactual-RL:
Users that are interested in GANterfactual-RL are comparing it to the libraries listed below
- ☆18Updated 2 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆27Updated 3 years ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆37Updated 2 years ago
- ☆21Updated 11 months ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆38Updated 3 years ago
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆22Updated last year
- ☆32Updated 8 months ago
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆25Updated 3 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆40Updated 5 months ago
- ☆18Updated 4 years ago
- Code to accompany the paper "Mismatched No More: Joint Model-Policy Optimization for Model-Based RL"☆21Updated 3 years ago
- Model-Based Uncertainty in Value Functions (AISTATS2023)☆18Updated 2 years ago
- ☆24Updated 7 months ago
- 🔍 Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)☆18Updated last year
- ☆23Updated 11 months ago
- ☆28Updated 4 years ago
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆25Updated last year
- Image-based gridworld experiment for learning Markov state abstractions☆19Updated 6 months ago
- ☆26Updated 2 years ago
- Code for the ICML 2023 paper "What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?".☆9Updated last year
- Code for Posterior Sampling for Deep Reinforcement Learning, ICML 2023☆25Updated last year
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆53Updated 4 years ago
- ☆25Updated 2 years ago
- Change-Based Exploration Transfer☆36Updated 2 years ago
- VIME: Variational Information Maximizing Exploration☆9Updated 5 years ago
- Implementation of Tactical Optimistic and Pessimistic value estimation☆25Updated last year
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆44Updated 4 years ago
- A version of the DeepMind Control Suite with randomly generated graphics, for measuring visual generalization in continuous control.☆18Updated 4 years ago
- ☆30Updated 2 years ago
- ☆55Updated 2 years ago