Expediting Reinforcement Learning by Incorporating Knowledge About Temporal Causality in the Environment. - Jan Corazza; Hadi Partovi Aria; Daniel Neider; Zhe Xu 005 (CLeaR, 2024)

Multi-Agent Causal Dynamics Learning for Temporally Extended Tasks with Reward Machine Inference. - Hadi Partovi Aria; Zhe Xu 005 (ACC, 2025)

Mining Causal Signal Temporal Logic Formulas for Efficient Reinforcement Learning with Temporally Extended Tasks. - Hadi Partovi Aria; Zhe Xu 005 (NeuS, 2025)

Decentralizing Multi-Agent Reinforcement Learning with Temporal Causal Information. - Jan Corazza; Hadi Partovi Aria; Hyohun Kim; Daniel Neider; Zhe Xu 005 (CoRR, 2025)