| Qplex: Duplex dueling multi-agent q-learning J Wang, Z Ren, T Liu, Y Yu, C Zhang International Conference on Learning Representations (ICLR), 2021 | 244 | 2021 |
| Multi-agent learning with policy prediction C Zhang, V Lesser Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 927-934, 2010 | 156 | 2010 |
| Coordinating multi-agent reinforcement learning with limited communication C Zhang, V Lesser Proceedings of the 2013 international conference on Autonomous agents and …, 2013 | 143 | 2013 |
| Multi-Agent Reinforcement Learning with Emergent Roles T Wang, H Dong, V Lesser, C Zhang International Conference on Machine Learning (ICML), 2020 | 135* | 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 | 114 | 2021 |
| 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 | 114 | 2011 |
| Off-policy multi-agent decomposed policy gradients Y Wang, B Han, T Wang, H Dong, C Zhang International Conference on Learning Representations (ICLR), 2021 | 105 | 2021 |
| Influence-Based Multi-Agent Exploration T Wang, J Wang, Y Wu, C Zhang International Conference on Learning Representations (ICLR), 2020 | 82 | 2020 |
| Learning Nearly Decomposable Value Functions Via Communication Minimization T Wang, J Wang, C Zheng, C Zhang International Conference on Learning Representations (ICLR), 2020 | 80 | 2020 |
| Integrating organizational control into multi-agent learning C Zhang, S Abdallah, V Lesser Proceedings of The 8th International Conference on Autonomous Agents and …, 2009 | 67 | 2009 |
| 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 | 65 | 2009 |
| 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 | 61 | 2021 |
| Hierarchical reinforcement learning with advantage-based auxiliary rewards S Li, R Wang, M Tang, C Zhang Advances in Neural Information Processing Systems 32, 2019 | 59 | 2019 |
| Self-organization for coordinating decentralized reinforcement learning. C Zhang, VR Lesser, S Abdallah AAMAS 10, 739-746, 2010 | 53 | 2010 |
| Decentralized multi-agent reinforcement learning in average-reward dynamic DCOPs CZ Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein AAAI, 2014 | 49* | 2014 |
| Fairness in multi-agent sequential decision-making C Zhang, JA Shah Advances in Neural Information Processing Systems 27, 2014 | 47 | 2014 |
| 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 | 41 | 2018 |
| Episodic Reinforcement Learning with Associative Memory G Zhu, Z Lin, G Yang, C Zhang International Conference on Learning Representations (ICLR), 2020 | 35 | 2020 |
| Towards understanding cooperative multi-agent q-learning with value factorization J Wang, Z Ren, B Han, J Ye, C Zhang Advances in Neural Information Processing Systems 34, 29142-29155, 2021 | 34* | 2021 |
| Efficient multi-agent reinforcement learning through automated supervision C Zhang, S Abdallah, V Lesser Proceedings of the 7th international joint conference on Autonomous agents …, 2008 | 34* | 2008 |
Victor LesserSchool of Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu
