Minghong Geng

Joined

May 2023

Names

Minghong Geng (Preferred)

Emails

****@phdcs.smu.edu.sg (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

School of Computing and Information Systems, Singapore Management University (smu.edu.sg)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2025

Expertise

Multi-agent Reinforcement Learning

Present

Multi-agent Systems

Present

Hierarchcial Multi-agent Reinforcement Learning

Present

Publications

Hierarchical Frameworks for Scaling-up Multi-agent Coordination
Minghong Geng
- AAMAS 2025
- Readers: Everyone
L2M2: A Hierarchical Framework Integrating Large Language Model and Multi-agent Reinforcement Learning
Minghong Geng, Shubham Pateria, Budhitama Subagdja, Lin Li, Xin Zhao, Ah-Hwee Tan
- IJCAI 2025
- Readers: Everyone
MOSMAC: A Multi-agent Reinforcement Learning Benchmark on Sequential Multi-Objective Tasks
Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
- AAMAS 2025
- Readers: Everyone
Explaining Sequences of Actions in Multi-agent Deep Reinforcement Learning Models
Khaing Phyo Wai, Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
- AAMAS 2024
- Readers: Everyone
Scaling up Cooperative Multi-agent Reinforcement Learning Systems
Minghong Geng
- AAMAS 2024
- Readers: Everyone
HiSOMA: A hierarchical multi-agent model integrating self-organizing neural networks with multi-agent deep reinforcement learning
Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
- Expert Syst. Appl. 2024
- Readers: Everyone
Benchmarking MARL on Long Horizon Sequential Multi-Objective Tasks
Minghong Geng, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan
- AAMAS 2024
- Readers: Everyone
Towards Explaining Sequences of Actions in Multi-Agent Deep Reinforcement Learning Models
Khaing Phyo Wai, Minghong Geng, Budhitama Subagdja, Shubham Pateria, Ah-Hwee Tan
- AAMAS 2023
- Readers: Everyone

Co-Authors