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Yanchen Deng
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A class of iterative refined Max-sum algorithms via non-consecutive value propagation strategies
Z Chen, Y Deng, T Wu, Z He
Autonomous Agents and Multi-Agent Systems 32, 822-860, 2018
232018
An ant-based algorithm to solve distributed constraint optimization problems
Z Chen, T Wu, Y Deng, C Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
212018
An iterative refined Max-sum_ad algorithm via single-side value propagation and local search
Z Chen, Y Deng, T Wu
Proceedings of the 16th conference on autonomous agents and multiagent …, 2017
162017
RMB-DPOP: Refining MB-DPOP by reducing redundant inferences
Z Chen, W Zhang, Y Deng, D Chen, Q Li
arXiv preprint arXiv:2002.10641, 2020
142020
A partial decision scheme for local search algorithms for distributed constraint optimization problems
Z Yu, Z Chen, J He, Y Deng
Proceedings of the 16th conference on autonomous agents and multiagent …, 2017
122017
HS-CAI: A hybrid DCOP algorithm via combining search with context-based inference
D Chen, Y Deng, Z Chen, W Zhang, Z He
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 7087-7094, 2020
112020
PT-ISABB: A hybrid tree-based complete algorithm to solve asymmetric distributed constraint optimization problems
Y Deng, Z Chen, D Chen, X Jiang, Q Li
arXiv preprint arXiv:1902.06039, 2019
112019
Speeding up incomplete GDL-based algorithms for multi-agent optimization with dense local utilities
Y Deng, B An
Proceedings of the Twenty-Ninth International Conference on International …, 2021
102021
A hybrid tree-based algorithm to solve asymmetric distributed constraint optimization problems
D Chen, Y Deng, Z Chen, Z He, W Zhang
Autonomous Agents and Multi-Agent Systems 34 (2), 50, 2020
82020
Pretrained cost model for distributed constraint optimization problems
Y Deng, S Kong, B An
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9331-9340, 2022
72022
A generic approach to accelerating belief propagation based incomplete algorithms for dcops via a branch-and-bound technique
Z Chen, X Jiang, Y Deng, D Chen, Z He
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6038-6045, 2019
7*2019
Neural Regret-Matching for Distributed Constraint Optimization Problems.
Y Deng, R Yu, X Wang, B An
IJCAI, 146-153, 2021
62021
AsymDPOP: complete inference for asymmetric distributed constraint optimization problems
Y Deng, Z Chen, D Chen, W Zhang, X Jiang
arXiv preprint arXiv:1905.11828, 2019
62019
Deep attentive belief propagation: Integrating reasoning and learning for solving constraint optimization problems
Y Deng, S Kong, C Liu, B An
Advances in Neural Information Processing Systems 35, 25436-25449, 2022
42022
Utility distribution matters: Enabling fast belief propagation for multi-agent optimization with dense local utility function
Y Deng, B An
Autonomous Agents and Multi-Agent Systems 35 (2), 24, 2021
42021
Battery management for automated warehouses via deep reinforcement learning
Y Deng, B An, Z Qiu, L Li, Y Wang, Y Xu
Distributed Artificial Intelligence: Second International Conference, DAI …, 2020
32020
Inference-based complete algorithms for asymmetric distributed constraint optimization problems
D Chen, Z Chen, Y Deng, Z He, L Wang
Artificial Intelligence Review 56 (5), 4491-4534, 2023
12023
Factor Graph Neural Network Meets Max-Sum: A Real-Time Route Planning Algorithm for Massive-Scale Trips
Y Li, W Wang, W Xu, Y Deng, W Wu
Proceedings of the 23rd International Conference on Autonomous Agents and …, 2024
2024
Exploring leximin principle for fair core-selecting combinatorial auctions: payment rule design and implementation
H Cheng, S Kong, Y Deng, C Liu, X Wu, B An, C Wang
arXiv preprint arXiv:2312.06443, 2023
2023
Learning Scalable Causal Discovery Policies with Adversarial Reinforcement Learning
X Cai, M Yang, Y Deng, F Liu, M Zhao, B An
2023
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