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awesome-rlhf

A curated list of reinforcement learning with human feedback resources (continually updated)

corl

High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

dreamer

Reproduction of Dreamerv1 and v2 in pytorch for deepmind control suite

dreamer-pytorch

pytorch-implementation of Dreamer (Model-based Image RL Algorithm)

dreamerv2-pytorch

Pytorch implementation of DreamerV2: Mastering Atari with Discrete World Models, based on the original implementation

dutd

Official source code for the ICLR 2023 paper Dynamic Update-to-Data Ratio: Minimizing World Model Overfitting (DUTD).

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

marl-algorithms

Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

mbpo

Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

mbpo_pytorch

A pytorch reprelication of the model-based reinforcement learning algorithm MBPO

mile

用于服务器与docker容器的文件同步

mopo

Model-based Offline Policy Optimization re-implement all by pytorch

pricai2023

pybullet-gym

Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.

python_interview_question

关于python的面试题

reset_mbrl

reset mechanism for mbrl

rl-papers

📚强化学习方向顶会文章（持续更新） | Top Conference Papers on Reinforcement Learning(RL)，including: NeurIPS, AAAI, IJCAI, ICML, AAMAS, ICLR, ICRA, etc.

rl-plotter

:sparkles: A plotter for reinforcement learning (RL)

rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

tamil

Official repository for "Task-Aware Information Routing from Common Representation Space in Lifelong Learning"

unstable_baselines

Re-implementations of SOTA RL algorithms.

uwdac

record experiment result and source code

vblrl