Critic-Guided Decision Transformer for Offline Reinforcement Learning
The article introduces the Critic-Guided Decision Transformer (CGDT), a novel approach to offline reinforcement learning (RL). Traditional Return-Conditioned Supervised Learning (RCSL) struggles with stochastic environments and diverse future trajectory distributions….
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