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Chongjie zhang
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Qplex: Duplex dueling multi-agent q-learning
J Wang, Z Ren, T Liu, Y Yu, C Zhang
International Conference on Learning Representations (ICLR), 2021
4332021
Multi-Agent Reinforcement Learning with Emergent Roles
T Wang, H Dong, V Lesser, C Zhang
International Conference on Machine Learning (ICML), 2020
218*2020
Rode: Learning roles to decompose multi-agent tasks
T Wang, T Gupta, A Mahajan, B Peng, S Whiteson, C Zhang
International Conference on Learning Representations (ICLR), 2021
1952021
Coordinating multi-agent reinforcement learning with limited communication
C Zhang, V Lesser
Proceedings of the 2013 international conference on Autonomous agents and …, 2013
1692013
Multi-agent learning with policy prediction
C Zhang, V Lesser
Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 927-934, 2010
1692010
Influence-Based Multi-Agent Exploration
T Wang, J Wang, Y Wu, C Zhang
International Conference on Learning Representations (ICLR), 2020
1452020
Coordinated multi-agent reinforcement learning in networked distributed POMDPs
C Zhang, V Lesser
Proceedings of the AAAI Conference on Artificial Intelligence 25 (1), 764-770, 2011
1362011
Celebrating diversity in shared multi-agent reinforcement learning
C Li, T Wang, C Wu, Q Zhao, J Yang, C Zhang
Advances in Neural Information Processing Systems 34, 3991-4002, 2021
1282021
Learning Nearly Decomposable Value Functions Via Communication Minimization
T Wang, J Wang, C Zheng, C Zhang
International Conference on Learning Representations (ICLR), 2020
1272020
Dop: Off-policy multi-agent decomposed policy gradients
Y Wang, B Han, T Wang, H Dong, C Zhang
International conference on learning representations, 2020
1172020
Hierarchical reinforcement learning with advantage-based auxiliary rewards
S Li, R Wang, M Tang, C Zhang
Advances in Neural Information Processing Systems 32, 2019
822019
A multi-agent learning approach to online distributed resource allocation
C Zhang, V Lesser, P Shenoy
Twenty-first international joint conference on artificial intelligence, 2009
702009
Episodic multi-agent reinforcement learning with curiosity-driven exploration
L Zheng, J Chen, J Wang, J He, Y Hu, Y Chen, C Fan, Y Gao, C Zhang
Advances in Neural Information Processing Systems 34, 3757-3769, 2021
682021
Integrating organizational control into multi-agent learning
C Zhang, S Abdallah, V Lesser
Proceedings of The 8th International Conference on Autonomous Agents and …, 2009
682009
Off-policy multi-agent decomposed policy gradients
Y Wang, B Han, T Wang, H Dong, C Zhang
International Conference on Learning Representations (ICLR), 2021
612021
Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL
R Yang, Y Lu, W Li, H Sun, M Fang, Y Du, X Li, L Han, C Zhang
International Conference on Learning Representations (ICLR), 2022
592022
Fairness in multi-agent sequential decision-making
C Zhang, JA Shah
Advances in Neural Information Processing Systems 27, 2014
582014
Self-organization for coordinating decentralized reinforcement learning.
C Zhang, VR Lesser, S Abdallah
AAMAS 10, 739-746, 2010
562010
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing
R Yang, C Bai, X Ma, Z Wang, C Zhang, L Han
Neural Information Processing Systems (NeurIPS), 2022
542022
An optimal online method of selecting source policies for reinforcement learning
S Li, C Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
542018
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