Hadi Partovi Aria

According to our database, Hadi Partovi Aria authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Inferring Causal Graph Temporal Logic Formulas to Expedite Reinforcement Learning in Temporally Extended Tasks.

Hadi Partovi Aria, Zhe Xu

CoRR, January, 2026

2025

Nash Q-Learning With Inferring Causal Signal Temporal Logic: A Study of Competitive Multi-Agent Systems.

Hadi Partovi Aria, Zhe Xu

IEEE Control. Syst. Lett., 2025

Decentralizing Multi-agent Reinforcement Learning with Temporal Causal Information.

Jan Corazza, Hadi Partovi Aria, Hyohun Kim, Daniel Neider, Zhe Xu

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

Mining Causal Signal Temporal Logic Formulas for Efficient Reinforcement Learning with Temporally Extended Tasks.

Hadi Partovi Aria, Zhe Xu

Proceedings of the International Conference on Neuro-symbolic Systems, 2025

Multi-Agent Causal Dynamics Learning for Temporally Extended Tasks with Reward Machine Inference.

Hadi Partovi Aria, Zhe Xu

Proceedings of the 2025 American Control Conference, 2025

2024

Expediting Reinforcement Learning by Incorporating Knowledge About Temporal Causality in the Environment.

Jan Corazza, Hadi Partovi Aria, Daniel Neider, Zhe Xu

Proceedings of the Causal Learning and Reasoning, 2024