Learning to Decide with Just Enough: Information-Theoretic Context Summarization for CMDPs

Peidong Liu, Junjiang Lin, Shaowen Wang +5

Contextual Markov Decision Processes (CMDPs) offer a framework for sequential decision-making under external signals, but existing methods often fail to generalize in high-dimensio…