MIRALab-USTC / RLPapersLinks
Must-read papers on Reinforcement Learning (RL)
☆53Updated 5 years ago
Alternatives and similar repositories for RLPapers
Users that are interested in RLPapers are comparing it to the libraries listed below
Sorting:
- Pytorch solutions for UC Berkeley's cs285 assignments☆148Updated 3 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2022)☆130Updated 2 years ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆93Updated 2 years ago
- Paper Collection for Batch RL with brief introductions.☆84Updated 3 years ago
- Tracking literature and additional online resources on transformers for sequential decision making including RL and beyond.☆49Updated 2 years ago
- The code of paper Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic. Zhihai Wang, Jie Wang*, Qi Zhou, Bin…☆21Updated 3 years ago
- Implement PPO algorithm on mujoco environment，such as Ant-v2, Humanoid-v2, Hopper-v2, Halfcheeth-v2.☆56Updated 5 years ago
- CS285 Homework☆28Updated 4 years ago
- ☆133Updated last year
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆53Updated last year
- Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)☆165Updated 2 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆144Updated 2 years ago
- Github repo for HIDIO: Hierarchical Reinforcement Learning by Discovering Intrinsic Options☆46Updated 4 years ago
- (NeurIPS 2021) Neural Auto-Curricula in Two-Player Zero-Sum Games.☆28Updated 4 years ago
- Prioritized Experience Replay implementation with proportional prioritization☆85Updated 2 years ago
- [ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control☆124Updated 5 years ago
- Re-implementations of SOTA RL algorithms.☆136Updated 2 years ago
- ☆33Updated 2 years ago
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆40Updated 9 months ago
- A collection of research and survey papers of hierarchical reinforcement learning (HRL).☆53Updated 5 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆182Updated 3 years ago
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…☆80Updated last year
- Minimal implementation of multi-agent reinforcement learning algorithms☆59Updated 4 years ago
- A PyTorch implementation of Implicit Q-Learning☆92Updated 4 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆68Updated last year
- Official repository of the paper "FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning"☆34Updated last year
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆139Updated last year
- Online Decision Transformer☆274Updated last year
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)☆145Updated 3 years ago