MIRALab-USTC / RLPapers
Must-read papers on Reinforcement Learning (RL)
☆46Updated 4 years ago
Alternatives and similar repositories for RLPapers:
Users that are interested in RLPapers are comparing it to the libraries listed below
- Pytorch solutions for UC Berkeley's cs285 assignments☆136Updated 3 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2022)☆122Updated last year
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆82Updated last year
- The code of paper Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic. Zhihai Wang, Jie Wang*, Qi Zhou, Bin…☆20Updated 2 years ago
- ☆127Updated 8 months ago
- CS285 Homework☆26Updated 4 years ago
- ☆88Updated 2 years ago
- Re-implementations of SOTA RL algorithms.☆131Updated last year
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆121Updated last year
- Prioritized Experience Replay implementation with proportional prioritization☆76Updated last year
- Implement many Sparse Reward algorithms in Gym Fetch environment☆85Updated 4 years ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆32Updated 3 months ago
- Paper Collection for Batch RL with brief introductions.☆85Updated 3 years ago
- A collection of research and survey papers of hierarchical reinforcement learning (HRL).☆44Updated 4 years ago
- PPO, DDPG, SAC implementation on mujoco environment☆103Updated 3 years ago
- Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)☆161Updated last year
- A collection of offline reinforcement learning algorithms.☆174Updated 4 months ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆124Updated 8 months ago
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆44Updated 11 months ago
- Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…☆60Updated 10 months ago
- ☆74Updated last year
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆135Updated 10 months ago
- Benchmarked implementations of Offline RL Algorithms.☆72Updated 3 weeks ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆166Updated 2 years ago
- CORRO code☆35Updated 2 years ago
- Github repo for HIDIO: Hierarchical Reinforcement Learning by Discovering Intrinsic Options☆45Updated 3 years ago
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆88Updated 6 months ago
- Implementation of Multi-Game Decision Transformers in PyTorch☆46Updated 2 years ago
- A list of papers regarding generalization in (deep) reinforcement learning☆151Updated last year
- Representation Learning (RepL) Methods in Reinforcement Learning and Causal Inference☆26Updated 6 months ago