Projects tagged with Offline RL. 2 projects.
Learning World Value Functions(WVFs) without Exploration
Exploring how offline RL algorithms learn goal-oriented representations - World Value Functions (WVF), emphasizing the importance of dataset size and diversity...
Redistribution-based Cost Inference for Safe Offline RL
Integrating expert feedback into offline RL to enhance decision-making in safety-critical environments while minimizing risks associated with live trials...