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☆142Updated 3 years ago
- CS285 Homework☆27Updated 4 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2022)☆128Updated 2 years ago
- Implement PPO algorithm on mujoco environment,such as Ant-v2, Humanoid-v2, Hopper-v2, Halfcheeth-v2.☆52Updated 5 years ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆88Updated last year
- A collection of research and survey papers of hierarchical reinforcement learning (HRL).☆50Updated 5 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)☆145Updated 3 years ago
- Paper Collection for Batch RL with brief introductions.☆84Updated 3 years ago
- The code of paper Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic. Zhihai Wang, Jie Wang*, Qi Zhou, Bin…☆20Updated 3 years ago
- 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)☆163Updated last year
- Tracking literature and additional online resources on transformers for sequential decision making including RL and beyond.☆47Updated 2 years ago
- Implementation of Multi-Game Decision Transformers in PyTorch☆47Updated 2 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆180Updated 3 years ago
- Prioritized Experience Replay implementation with proportional prioritization☆84Updated 2 years ago
- ☆89Updated 3 years ago
- ☆133Updated last year
- Re-implementations of SOTA RL algorithms.☆135Updated 2 years ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆141Updated last year
- Online Decision Transformer☆267Updated last year
- [ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control☆121Updated 4 years ago
- ☆31Updated 2 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆87Updated 2 years ago
- Related papers for reinforcement learning, including classic papers and latest papers in top conferences☆476Updated 5 months ago
- Representation Learning for RL☆126Updated 2 years ago
- Official Codebase for TMLR 2023, Benchmarks and Algorithms for Offline Preference-Based Reward Learning☆20Updated 2 years ago
- Deep Q-Learning (DQN) implementation for Atari pong.☆85Updated 2 years ago
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆142Updated 2 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆134Updated last year
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆32Updated 9 months ago