learning-to-paint-using-modelbased-drl

A curated list of awesome model based RL resources (continually updated)

PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.

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

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

Pytorch Implementation of MuZero

Bayesian Reinforcement Learning in Tensorflow

Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"

World Model based Autonomous Driving Platform in CARLA :car:

Autonomous Navigation of UAV using Reinforcement Learning algorithms.

Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.