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Xinrun Wang
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Rmix: Learning risk-sensitive policies for cooperative reinforcement learning agents
W Qiu, X Wang, R Yu, R Wang, X He, B An, S Obraztsova, Z Rabinovich
Advances in Neural Information Processing Systems 34, 23049-23062, 2021
452021
Learning to collaborate in multi-module recommendation via multi-agent reinforcement learning without communication
X He, B An, Y Li, H Chen, R Wang, X Wang, R Yu, X Li, Z Wang
Proceedings of the 14th ACM Conference on Recommender Systems, 210-219, 2020
312020
Catching Captain Jack: Efficient time and space dependent patrols to combat oil-siphoning in international waters
X Wang, B An, M Strobel, F Kong
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
162018
Learning expensive coordination: An event-based deep RL approach
Z Shi, R Yu, X Wang, R Wang, Y Zhang, H Lai, B An
International Conference on Learning Representations, 2019
142019
Solving large-scale extensive-form network security games via neural fictitious self-play
W Xue, Y Zhang, S Li, X Wang, B An, CK Yeo
arXiv preprint arXiv:2106.00897, 2021
132021
CFR-MIX: Solving imperfect information extensive-form games with combinatorial action space
S Li, Y Zhang, X Wang, W Xue, B An
arXiv preprint arXiv:2105.08440, 2021
82021
Enhancing meta learning via multi-objective soft improvement functions
R Yu, W Chen, X Wang, J Kwok
The Eleventh International Conference on Learning Representations, 2022
72022
DO-GAN: A Double Oracle Framework for Generative Adversarial Networks
APP Aung, X Wang, R Yu, B An, S Jayavelu, X Li
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
72022
Synapse: Trajectory-as-exemplar prompting with memory for computer control
L Zheng, R Wang, X Wang, B An
The Twelfth International Conference on Learning Representations, 2023
62023
Mastering stock markets with efficient mixture of diversified trading experts
S Sun, X Wang, W Xue, X Lou, B An
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
62023
PRUDEX-compass: Towards systematic evaluation of reinforcement learning in financial markets
S Sun, M Qin, X Wang, B An
arXiv preprint arXiv:2302.00586, 2023
62023
Neural Regret-Matching for Distributed Constraint Optimization Problems.
Y Deng, R Yu, X Wang, B An
IJCAI, 146-153, 2021
62021
Choosing protection: User investments in security measures for cyber risk management
YB Yaakov, X Wang, J Meyer, B An
Decision and Game Theory for Security: 10th International Conference …, 2019
62019
Solving large-scale pursuit-evasion games using pre-trained strategies
S Li, X Wang, Y Zhang, W Xue, J Černý, B An
Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11586 …, 2023
52023
Stop nuclear smuggling through efficient container inspection
X Wang, Q Guo, B An
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017
52017
Towards general computer control: A multimodal agent for red dead redemption ii as a case study
W Tan, Z Ding, W Zhang, B Li, B Zhou, J Yue, H Xia, J Jiang, L Zheng, ...
arXiv preprint arXiv:2403.03186, 2024
42024
Offline equilibrium finding
S Li, X Wang, Y Zhang, J Cerny, P Li, H Chan, B An
arXiv preprint arXiv:2207.05285, 2022
42022
A unified perspective on deep equilibrium finding
X Wang, J Cerny, S Li, C Yang, Z Yin, H Chan, B An
arXiv preprint arXiv:2204.04930, 2022
42022
Inducing cooperation via team regret minimization based multi-agent deep reinforcement learning
R Yu, Z Shi, X Wang, R Wang, B Liu, X Hou, H Lai, B An
arXiv preprint arXiv:1911.07712, 2019
42019
Who Should Pay the Cost: A Game-theoretic Model for Government Subsidized Investments to Improve National Cybersecurity.
X Wang, B An, H Chan
IJCAI, 6020-6027, 2019
42019
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