Dongbin Zhao

28 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8218-9633 ↗Homepage ↗

Venues

AAMAS ×6 NeurIPS ×6 ACL ×4 ICLR ×4 ICML ×2 AAAI ×1 EMNLP ×1 ICCV ×1 ICRA ×1 IROS ×1 WWW ×1

Frequent coauthors

Qichao Zhang

×14

Yuanheng Zhu

×12

Songjun Tu

×7

Jiajun Chai

×7

Yuqian Fu

×7

Jingbo Sun

×6

Haoran Li

×6

Yaocheng Zhang

×4

Runyu Lu

×3

Ke Chen

×3

Wei Lin

×2

Guojun Yin

×2

Papers

AutoSearch: Adaptive Search Depth for Efficient Agentic RAG via Reinforcement Learning
ACL 2026 ·
Jingbo Sun
,
Wenyue Chong
,
Songjun Tu
,
Qichao Zhang
,
Yaocheng Zhang
,
Jiajun Chai
,
Xiaohan Wang
,
Wei Lin
,
Guojun Yin
, Dongbin Zhao
Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching
ACL 2026 ·
Bo Lv
,
Jingbo Sun
,
Jianwei Lv
,
Chen Tang
,
Shaojie Zhang
,
Nayu Liu
,
Guoxin Yu
,
Zihao Li
,
Qichao Zhang
, Dongbin Zhao,
Ping Luo
,
Yue Yu
CriticSearch: Fine-Grained Credit Assignment for Search Agents via a Retrospective Critic
ACL 2026 ·
Yaocheng Zhang
,
Haohuan Huang
,
Zijun Song
,
Zijie Zhao
,
Qichao Zhang
,
Yuanheng Zhu
, Dongbin Zhao
Spec-o3: A Tool-Augmented Vision-Language Agent for Rare Celestial Object Candidate Vetting via Automated Spectral Inspection
ACL 2026 ·
Minghui Jia
,
Qichao Zhang
,
Ali Luo
,
Linjing Li
,
Shuo Ye
,
Hailing Lu
,
Wen Hou
, Dongbin Zhao
Advancing Object-Goal Navigation through LLM-enhanced Object Affinities Transfer
IROS 2025 ·
Mengying Lin
,
Shugao Liu
,
Dingxi Zhang
,
Yaran Chen
,
Zhaoran Wang
,
Haoran Li
, Dongbin Zhao
Consistency Policy with Categorical Critic for Autonomous Driving
AAMAS 2025 ·
Xing Fang
,
Qichao Zhang
,
Haoran Li
, Dongbin Zhao
Constrained Exploitability Descent: An Offline Reinforcement Learning Method for Finding Mixed-Strategy Nash Equilibrium
ICML 2025 ·
Runyu Lu
,
Yuanheng Zhu
, Dongbin Zhao
DipLLM: Fine-Tuning LLM for Strategic Decision-making in Diplomacy
ICML 2025 ·
Kaixuan Xu
,
Jiajun Chai
,
Sicheng Li
,
Yuqian Fu
,
Yuanheng Zhu
, Dongbin Zhao
Divergence-Regularized Discounted Aggregation: Equilibrium Finding in Multiplayer Partially Observable Stochastic Games
ICLR 2025 ·
Runyu Lu
,
Yuanheng Zhu
, Dongbin Zhao
Empowering LLM Agents with Zero-Shot Optimal Decision-Making through Q-learning
ICLR 2025 ·
Jiajun Chai
,
Sicheng Li
,
Yuqian Fu
, Dongbin Zhao,
Yuanheng Zhu
Equilibrium Policy Generalization: A Reinforcement Learning Framework for Cross-Graph Zero-Shot Generalization in Pursuit-Evasion Games
NeurIPS 2025 ·
Runyu Lu
,
Peng Zhang
,
Ruochuan Shi
,
Yuanheng Zhu
, Dongbin Zhao,
Yang Liu
,
Dong Wang
,
Cesare Alippi
INS: Interaction-aware Synthesis to Enhance Offline Multi-agent Reinforcement Learning
ICLR 2025 ·
Yuqian Fu
,
Yuanheng Zhu
,
Jian Zhao
,
Jiajun Chai
, Dongbin Zhao
In-Dataset Trajectory Return Regularization for Offline Preference-based Reinforcement Learning
AAAI 2025 ·
Songjun Tu
,
Jingbo Sun
,
Qichao Zhang
,
Yaocheng Zhang
,
Jia Liu
,
Ke Chen
, Dongbin Zhao
Learning When to Think: Shaping Adaptive Reasoning in R1-Style Models via Multi-Stage RL
NeurIPS 2025 ·
Songjun Tu
,
Jiahao Lin
,
Qichao Zhang
,
Xiangyu Tian
,
Linjing Li
,
Xiangyuan Lan
, Dongbin Zhao
Learning and Planning Multi-Agent Tasks via an MoE-based World Model
NeurIPS 2025 ·
Zijie Zhao
,
Zhongyue Zhao
,
Kaixuan Xu
,
Yuqian Fu
,
Jiajun Chai
,
Yuanheng Zhu
, Dongbin Zhao
Offline Goal-Conditioned Reinforcement Learning with Elastic-Subgoal Diffused Policy Learning
AAMAS 2025 ·
Yaocheng Zhang
,
Yuanheng Zhu
,
Yuqian Fu
,
Songjun Tu
, Dongbin Zhao
Online Preference-based Reinforcement Learning with Self-augmented Feedback from Large Language Model
AAMAS 2025 ·
Songjun Tu
,
Jingbo Sun
,
Qichao Zhang
,
Xiangyuan Lan
, Dongbin Zhao
RLAE: Reinforcement Learning-Assisted Ensemble for LLMs
EMNLP 2025 ·
Yuqian Fu
,
Yuanheng Zhu
,
Jiajun Chai
,
Guojun Yin
,
Wei Lin
,
Qichao Zhang
, Dongbin Zhao
Salience-Invariant Consistent Policy Learning for Generalization in Visual Reinforcement Learning
AAMAS 2025 ·
Jingbo Sun
,
Songjun Tu
,
Qichao Zhang
,
Ke Chen
, Dongbin Zhao
UncAD: Towards Safe End-to-end Autonomous Driving via Online Map Uncertainty
ICRA 2025 ·
Pengxuan Yang
,
Yupeng Zheng
,
Qichao Zhang
,
Kefei Zhu
,
Zebin Xing
,
Qiao Lin
,
Yun-Fu Liu
,
Zhiguo Su
, Dongbin Zhao
Unsupervised Zero-Shot Reinforcement Learning via Dual-Value Forward-Backward Representation
ICLR 2025 ·
Jingbo Sun
,
Songjun Tu
,
Qichao Zhang
,
Haoran Li
,
Xin Liu
,
Yaran Chen
,
Ke Chen
, Dongbin Zhao
Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent Representations
NeurIPS 2025 ·
Xin Liu
,
Haoran Li
, Dongbin Zhao
World4Drive: End-to-End Autonomous Driving via Intention-Aware Physical Latent World Model
ICCV 2025 ·
Yupeng Zheng
,
Pengxuan Yang
,
Zebin Xing
,
Qichao Zhang
,
Yuhang Zheng
,
Yinfeng Gao
,
Pengfei Li
,
Teng Zhang
,
Zhongpu Xia
,
Peng Jia
,
Xianpeng Lang
, Dongbin Zhao
Aligning Credit for Multi-Agent Cooperation via Model-based Counterfactual Imagination
AAMAS 2024 ·
Jiajun Chai
,
Yuqian Fu
, Dongbin Zhao,
Yuanheng Zhu
Boosting Continuous Control with Consistency Policy
AAMAS 2024 ·
Yuhui Chen
,
Haoran Li
, Dongbin Zhao
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization
NeurIPS 2024 ·
Haoran Li
,
Zhennan Jiang
,
Yuhui Chen
, Dongbin Zhao
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement
NeurIPS 2024 ·
Zhi Wang
,
Li Zhang
,
Wenhao Wu
,
Yuanheng Zhu
, Dongbin Zhao,
Chunlin Chen
User Response Modeling in Reinforcement Learning for Ads Allocation
WWW 2024 ·
Zhiyuan Zhang
,
Qichao Zhang
,
Xiaoxu Wu
,
Xiaowen Shi
,
Guogang Liao
,
Yongkang Wang
,
Xingxing Wang
, Dongbin Zhao