World-Models

Efficient Reinforcement Learning by Guiding Generalist World Models with Non-Curated Data

Discrete Codebook World Models for Continuous Control

Discrete Codebook World Models

In reinforcement learning (RL), world models serve as internal simulators, enabling agents to predict environment dynamics and future outcomes in order to make informed decisions. …