Donghoon Lee

Reward Generation via Large Vision-Language Model in Offline Reinforcement Learning

2025

In offline reinforcement learning (RL), learning from fixed datasets presents a promising solution for domains where real-time interaction with the environment is expensive or risky. However, designing dense reward signals for offline dataset requires significant …