MIRALab-USTC / RLPapersLinks
Must-read papers on Reinforcement Learning (RL)
☆53Updated 4 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☆146Updated 3 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2022)☆128Updated 2 years ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆92Updated last year
- Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)☆164Updated 2 years ago
- Implementation of Multi-Game Decision Transformers in PyTorch☆47Updated 2 years ago
- A collection of research and survey papers of hierarchical reinforcement learning (HRL).☆51Updated 5 years ago
- Paper Collection for Batch RL with brief introductions.☆84Updated 3 years ago
- Implement PPO algorithm on mujoco environment,such as Ant-v2, Humanoid-v2, Hopper-v2, Halfcheeth-v2.☆54Updated 5 years ago
- Tracking literature and additional online resources on transformers for sequential decision making including RL and beyond.☆47Updated 2 years ago
- Code accompanying the paper "TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play" (AAMAS 2023) 足球游戏智能体☆61Updated 2 years ago
- CS285 Homework☆27Updated 4 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆137Updated last year
- ☆89Updated 3 years ago
- Re-implementations of SOTA RL algorithms.☆135Updated 2 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- Prioritized Experience Replay implementation with proportional prioritization☆84Updated 2 years ago
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆143Updated 2 years ago
- [ECCV2022] [T-PAMI] StARformer: Transformer with State-Action-Reward Representations.☆94Updated 2 years ago
- Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.☆38Updated 8 months ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆179Updated 3 years ago
- Author's PyTorch implementation of TD7 for online and offline RL☆151Updated 2 years ago
- MATE: the Multi-Agent Tracking Environment.☆48Updated 2 years ago
- ☆131Updated last year
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆53Updated last year
- ☆32Updated 2 years ago
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆131Updated 3 years ago
- Representation Learning for RL☆127Updated 2 years ago
- [ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control☆122Updated 5 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆68Updated 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