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2020 – today
- 2024
[j5]Ruhao Jiang
, Yanchen Deng, Yingying Chen, He Luo, Bo An:
Deep reinforcement learning for multi-objective game strategy selection. Comput. Oper. Res. 168: 106683 (2024)- [c14]Yixuan Li, Wanyuan Wang, Weiyi Xu, Yanchen Deng, Weiwei Wu:
Factor Graph Neural Network Meets Max-Sum: A Real-Time Route Planning Algorithm for Massive-Scale Trips. AAMAS 2024: 1165-1173 - [i9]Chaojie Wang, Yanchen Deng, Zhiyi Lv, Zeng Liang, Jujie He, Shuicheng Yan, Bo An:
Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning. CoRR abs/2406.14283 (2024) - 2023
- [j4]Dingding Chen, Ziyu Chen, Yanchen Deng, Zhongshi He, Lulu Wang:
Inference-based complete algorithms for asymmetric distributed constraint optimization problems. Artif. Intell. Rev. 56(5): 4491-4534 (2023) - [c13]Hao Cheng, Shufeng Kong, Yanchen Deng, Caihua Liu, Xiaohu Wu, Bo An, Chongjun Wang:
Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation. IJCAI 2023: 2581-2588 - [i8]Hao Cheng, Shufeng Kong, Yanchen Deng, Caihua Liu, Xiaohu Wu, Bo An, Chongjun Wang:
Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation. CoRR abs/2312.06443 (2023) - 2022
- [c12]Yanchen Deng, Shufeng Kong, Bo An:
Pretrained Cost Model for Distributed Constraint Optimization Problems. AAAI 2022: 9331-9340 - [c11]Yanchen Deng, Shufeng Kong, Caihua Liu, Bo An:
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems. NeurIPS 2022 - [i7]Yanchen Deng, Shufeng Kong, Caihua Liu, Bo An:
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems. CoRR abs/2209.12000 (2022) - 2021
- [j3]Yanchen Deng, Bo An:
Utility distribution matters: enabling fast belief propagation for multi-agent optimization with dense local utility function. Auton. Agents Multi Agent Syst. 35(2): 24 (2021) - [c10]Yanchen Deng, Runsheng Yu, Xinrun Wang, Bo An:
Neural Regret-Matching for Distributed Constraint Optimization Problems. IJCAI 2021: 146-153 - [i6]Yanchen Deng, Shufeng Kong, Bo An:
Pretrained Cost Model for Distributed Constraint Optimization Problems. CoRR abs/2112.04187 (2021) - 2020
- [j2]Dingding Chen, Yanchen Deng, Ziyu Chen, Zhongshi He, Wenxin Zhang:
A hybrid tree-based algorithm to solve asymmetric distributed constraint optimization problems. Auton. Agents Multi Agent Syst. 34(2): 50 (2020) - [c9]Dingding Chen, Yanchen Deng, Ziyu Chen, Wenxin Zhang, Zhongshi He:
HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference. AAAI 2020: 7087-7094 - [c8]Ziyu Chen, Wenxin Zhang, Yanchen Deng, Dingding Chen, Qiang Li:
RMB-DPOP: Refining MB-DPOP by Reducing Redundant Inference. AAMAS 2020: 249-257 - [c7]Yanchen Deng, Bo An, Zongmin Qiu, Liuxi Li, Yong Wang, Yinghui Xu:
Battery Management for Automated Warehouses via Deep Reinforcement Learning. DAI 2020: 126-139 - [c6]Yanchen Deng, Bo An:
Speeding Up Incomplete GDL-based Algorithms for Multi-agent Optimization with Dense Local Utilities. IJCAI 2020: 31-38 - [i5]Ziyu Chen, Wenxin Zhang, Yanchen Deng, Dingding Chen, Qing Li:
RMB-DPOP: Refining MB-DPOP by Reducing Redundant Inferences. CoRR abs/2002.10641 (2020)
2010 – 2019
- 2019
- [c5]Ziyu Chen, Xingqiong Jiang, Yanchen Deng, Dingding Chen, Zhongshi He:
A Generic Approach to Accelerating Belief Propagation Based Incomplete Algorithms for DCOPs via a Branch-and-Bound Technique. AAAI 2019: 6038-6045 - [c4]Yanchen Deng, Ziyu Chen, Dingding Chen, Xingqiong Jiang, Qiang Li:
PT-ISABB: A Hybrid Tree-based Complete Algorithm to Solve Asymmetric Distributed Constraint Optimization Problems. AAMAS 2019: 1506-1514 - [c3]Yanchen Deng, Ziyu Chen, Dingding Chen, Wenxin Zhang, Xingqiong Jiang:
AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems. IJCAI 2019: 223-230 - [i4]Yanchen Deng, Ziyu Chen, Dingding Chen, Xingqiong Jiang, Qiang Li:
PT-ISABB: A Hybrid Tree-based Complete Algorithm to Solve Asymmetric Distributed Constraint Optimization Problems. CoRR abs/1902.06039 (2019) - [i3]Yanchen Deng, Ziyu Chen, Dingding Chen, Wenxin Zhang, Xingqiong Jiang:
AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems. CoRR abs/1905.11828 (2019) - [i2]Ziyu Chen, Xingqiong Jiang, Yanchen Deng, Dingding Chen, Zhongshi He:
A Generic Approach for Accelerating Belief Propagation based DCOP Algorithms via A Branch-and-Bound Technique. CoRR abs/1906.06863 (2019) - [i1]Dingding Chen, Yanchen Deng, Ziyu Chen, Wenxin Zhang, Zhongshi He:
HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-based Inference. CoRR abs/1911.12716 (2019) - 2018
- [j1]Ziyu Chen, Yanchen Deng, Tengfei Wu, Zhongshi He:
A class of iterative refined Max-sum algorithms via non-consecutive value propagation strategies. Auton. Agents Multi Agent Syst. 32(6): 822-860 (2018) - [c2]Ziyu Chen, Tengfei Wu, Yanchen Deng, Cheng Zhang:
An Ant-Based Algorithm to Solve Distributed Constraint Optimization Problems. AAAI 2018: 4654-4661 - 2017
- [c1]Ziyu Chen, Yanchen Deng, Tengfei Wu:
An Iterative Refined Max-sum_AD Algorithm via Single-side Value Propagation and Local Search. AAMAS 2017: 195-202
Coauthor Index
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