Hongming Zhang

5 papers at tracked venues · 3 at CORE A* · active 2024–2025

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Venues

NeurIPS ×2 AAAI ×1 AAMAS ×1 EMNLP ×1

Frequent coauthors

Bo Xu

×4

Chao Gao

×3

Martin Müller

×3

Fengshuo Bai

×2

Sijia Cui

×2

Chenjun Xiao

×2

Rui Zhao

×1

Shao Zhang

×1

Lei Han

×1

Ying Wen

×1

Yaodong Yang

×1

Aiyao He

×1

Papers

STAR: Efficient Preference-based Reinforcement Learning via Dual Regularization
NeurIPS 2025 ·
Fengshuo Bai
,
Rui Zhao
, Hongming Zhang,
Sijia Cui
,
Shao Zhang
,
Bo Xu
,
Lei Han
,
Ying Wen
,
Yaodong Yang
Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall
EMNLP 2025 ·
Sijia Cui
,
Aiyao He
,
Shuai Xu
, Hongming Zhang,
Yanna Wang
,
Qingyang Zhang
,
Yajing Wang
,
Bo Xu
β-DQN: Improving Deep Q-Learning By Evolving the Behavior
AAMAS 2025 · Hongming Zhang,
Fengshuo Bai
,
Chenjun Xiao
,
Chao Gao
,
Bo Xu
,
Martin Müller
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration
NeurIPS 2024 · Hongming Zhang,
Chenjun Xiao
,
Chao Gao
,
Han Wang
,
Bo Xu
,
Martin Müller
Monte Carlo Tree Search in the Presence of Transition Uncertainty
AAAI 2024 ·
Farnaz Kohankhaki
,
Kiarash Aghakasiri
, Hongming Zhang,
Ting-Han Wei
,
Chao Gao
,
Martin Müller