Toward Deployable Multi-Robot Collaboration via a Symbolically-Guided Decision Transformer

Rathnam Vidushika Rasanji, Jin Wei-Kocsis, Jiansong Zhang +3

Reinforcement learning (RL) has demonstrated great potential in robotic operations. However, its data-intensive nature and reliance on the Markov Decision Process (MDP) assumption…