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Yaodong Yang
Yaodong Yang
Assistant Professor@Peking University
Dirección de correo verificada de pku.edu.cn - Página principal
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Año
Multiagent bidirectionally-coordinated nets: Emergence of human-level coordination in learning to play starcraft combat games
P Peng, Y Wen, Y Yang, Q Yuan, Z Tang, H Long, J Wang
NeurIPS 2017 Workshop: Emergent Communication, 2017
3862017
Mean field multi-agent reinforcement learning
Y Yang, R Luo, M Li, M Zhou, W Zhang, J Wang
ICML 2018, Long Talk, 5571-5580, 2018
3652018
Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning
M Li, Y Jiao, T Qin, Y Yang, Z Gong, J Wang, C Wang, G Wu, J Ye
WWW 2019 (oral), 2019
1402019
Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning
Y Wen, Y Yang, R Luo, J Wang, W Pan
ICLR 2019, 2019
862019
Can Deep Learning Predict Risky Retail Investors? A Case Study in Financial Risk Behavior Forecasting
Y Yang, A Kolesnikova, S Lessmann, T Ma, MC Sung, JEV Johnson
European Journal of Operational Research, 2018
52*2018
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving
M Zhou, J Luo, J Villela, Y Yang, D Rusu, J Miao, W Zhang, M Alban, ...
Conference on Robotic Learning 2020 (Best System Paper Award), 2020
502020
An Overview of Multi-Agent Reinforcement Learning from Game Theoretical Perspective
Y Yang, J Wang
arXiv preprint arXiv:2011.00583, 2020
482020
Factorized Q-learning for large-scale multi-agent systems
M Zhou, Y Chen, Y Wen, Y Yang, Y Su, W Zhang, D Zhang, J Wang
International Conference on Distributed Artificial Intelligence, 1-7, 2019
412019
Multi-Agent Determinantal Q-Learning
Y Yang, Y Wen, L Chen, J Wang, K Shao, D Mguni, W Zhang
ICML 2020, 2020
382020
A study of AI population dynamics with million-agent reinforcement learning
Y Yang, L Yu, Y Bai, J Wang, W Zhang, Y Wen, Y Yu
AAMAS 2018, 2017
32*2017
Bi-level Actor-Critic for Multi-agent Coordination
H Zhang, W Chen, Z Huang, M Li, Y Yang, W Zhang, J Wang
AAAI 2020, 2019
262019
Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning
Y Wen, Y Yang, R Luo, J Wang
IJCAI 2020, 2019
23*2019
-Rank: Practically Scaling -Rank through Stochastic Optimisation
Y Yang, R Tutunov, P Sakulwongtana, HB Ammar
AAMAS 2020, 2019
18*2019
Multiagent bidirectionally-coordinated nets for learning to play starcraft combat games. arXiv 2017
P Peng, Q Yuan, Y Wen, Y Yang, Z Tang, H Long, J Wang
arXiv preprint arXiv:1703.10069, 2017
172017
Learning in Nonzero-Sum Stochastic Games with Potentials
D Mguni, Y Wu, Y Du, Y Yang, Z Wang, M Li, Y Wen, J Jennings, J Wang
ICML 2021, 2021
14*2021
Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems
Y Yang, J Luo, Y Wen, O Slumbers, D Graves, HB Ammar, J Wang, ...
AAMAS 2021 (Best Blue Sky Paper Award), 2021
142021
Thermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning
R Luo, Y Yang, J Wang, W Jun, Z Zhu
NeurIPS 2018, 2018
132018
Modelling Behavioural Diversity for Learning in Open-Ended Games
NP Nieves, Y Yang, O Slumbers, DH Mguni, J Wang
ICML 2021, Long Oral, 2021
12*2021
Online Double Oracle
LC Dinh, Y Yang, Z Tian, NP Nieves, O Slumbers, DH Mguni, HB Ammar, ...
arXiv preprint arXiv:2103.07780, 2021
11*2021
Benchmarking deep sequential models on volatility predictions for financial time series
Q Zhang, R Luo, Y Yang, Y Liu
NeurIPS 2018 Worksop: Challenges and Opportunities for AI in Financial Services, 2018
92018
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