familyld / Awesome-Causal-RLLinks
A curated list of causal reinforcement learning resources.
☆94Updated last year
Alternatives and similar repositories for Awesome-Causal-RL
Users that are interested in Awesome-Causal-RL are comparing it to the libraries listed below
Sorting:
- [TNNLS-2024, arXiv-2023.2.10] Official repository of "A Survey on Causal Reinforcement Learning"☆37Updated 2 months ago
- A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges☆241Updated 5 months ago
- ☆61Updated last year
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆39Updated 4 years ago
- A collection of offline reinforcement learning algorithms.☆189Updated 7 months ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆86Updated last year
- 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 for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆52Updated last year
- Here is a list of papers related to causal reinforcement learning, and I hope you can submit relevant missing papers in the issue.☆17Updated last year
- ☆33Updated 2 years ago
- Re-implementations of SOTA RL algorithms.☆134Updated last year
- Code for Mildly Conservative Q-learning for Offline Reinforcement Learning (NeurIPS 2022)☆57Updated last year
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆57Updated 2 years ago
- Code for Adapting Environment Sudden Changes by Learning Context Sensitive Policy☆20Updated 3 years ago
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆57Updated 2 years ago
- ☆44Updated 3 years ago
- Paper Collection for Batch RL with brief introductions.☆84Updated 3 years ago
- ☆51Updated last week
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆204Updated 10 months ago
- [NeurIPS 2023] Implementation of Elastic Decision Transformer☆35Updated last year
- ILSwiss is an Easy-to-run Imitation Learning (IL, or Learning from Demonstration, LfD) and also Reinforcement Learning (RL) framework (te…☆173Updated last year
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆137Updated last year
- Decision Transformer: A brand new Offline RL Pattern.☆36Updated 3 years ago
- ☆89Updated this week
- ICML'2024: Q-value Regularized Transformer for Offline Reinforcement Learning☆31Updated 6 months ago
- 🚀 A fast safe reinforcement learning library in PyTorch☆202Updated 9 months ago
- Code for FOCAL Paper Published at ICLR 2021☆51Updated last year
- An elegant PyTorch offline reinforcement learning library for researchers.☆349Updated last week
- Explainable Causal Reinforcement Learning with attention☆29Updated 2 years ago
- Baseline for NeurIPS_Auto_Bidding_General_Track☆33Updated 11 months ago