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

Google Research

RLAlgorithm .OpenDILab Decision AI Engine

Code accompanying paper "Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning".

Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy

Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective

Code for "The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms"

Predictable MDP Abstraction for Unsupervised Model-Based RL (ICML 2023)

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

MOPO: Model-based Offline Policy Optimization

Code to accompany the paper "Mismatched No More: Joint Model-Policy Optimization for Model-Based RL"