model-based-rl 开源项目推荐（165 个）

werner-duvaud /muzero-general

MuZero implementation

opendilab /awesome-model-based-RL

一份精选的基于模型的强化学习资源列表（持续更新）

Shunichi09 /PythonLinearNonlinearControl

PythonLinearNonLinearControl 是一个在 Python 中实现线性和非线性控制理论的库。

ctallec /world-models

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch

yingchengyang /Reinforcement-Learning-Papers

Related papers for reinforcement learning, including classic papers and latest papers in top conferences

kchua /handful-of-trials

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

ucd-dare /CarDreamer

World Model based Autonomous Driving Platform in CARLA 🚗

koulanurag /muzero-pytorch

Pytorch Implementation of MuZero

nrontsis /PILCO

Bayesian Reinforcement Learning in Tensorflow

google-research /dads

“动态感知无监督技能发现”（DADS）的代码。实现无需监督即可发现技能，并可与基于模型的控制结合。

quanvuong /handful-of-trials-pytorch

Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

danfeiX /model-based-papers

My reading list for model-based control

erfanMhi /Deep-Reinforcement-Learning-CS285-Pytorch

加州大学伯克利分校（CS285）深度强化学习课程作业的 Pytorch 框架解答

x35f /unstable_baselines

Re-implementations of SOTA RL algorithms.

cap-ntu /baconian-project

Model-based Reinforcement Learning Framework

callmespring /RL-short-course

Reinforcement Learning Short Course

chandar-lab /Recall2Imagine

Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024

penn-pal-lab /peg

Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.

nnaisense /MAX

Code for reproducing experiments in Model-Based Active Exploration, ICML 2019

aravindsrinivas /neural-mpc

该项目在 GitHub 上没有填写描述