Multi-agent Learning

Multi-Agent Determinantal Q-Learning.

Yang Y., Wen Y., Chen L., Wang J., Shao K., David M., and Zhang W.

ICML 2020

Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning.

Yang Y.*, Wen Y.*, Luo, R., and Wang J.

IJCAI 2020

Alpha^Alpha-Rank: Practically Scaling Alpha-Rank through Stochastic Optimisation.

Yang Y.*, R Tutunov*, P Sakulwongtana, HB Ammar, and J Wang.

AAMAS 2020

Probabilistic Recursive Reasoning for Multi-agent Reinforcement Learning.

Yang Y.*, Wen Y.*, Luo R., Pan W., and Wang J.

ICLR 2019

Mean Field Multi-agent Reinforcement Learning.

Yang Y., Luo R., Li M., Zhou M., Zhang W., and Wang J.

ICML 2018

A Study of AI Population Dynamics with Million-agent Reinforcement Learning.

Yang Y.*, Yu L.*, Bai Y.*, Wang J., Zhang W., Wen Y. and Yu Y.

AAMAS 2018

Bi-level Actor-Critic for Multi-agent Coordination.

H Zhang, W Chen, Z Huang, M Li, Yang Y., W Zhang, and J Wang

AAAI 2020

Efficient Ridesharing Order Dispatching with Mean Field Multi-Agent Reinforcement Learning.

Li M., Qin Z., Jiao Y., Yang Y., Wang J., Wang C., Wu G., and Ye J.

WWW 2019

Factorised Q-Learning for Large-Scale Multi-Agent Systems.

Chen Y., Zhou M., Wen Y., Yang Y., Su Y., Zhang W., Zhang D, Wang J., and Liu H.

DAI 2019

Multi-agent Bidirectionally-Coordinated nets for learning to play StarCraft combat games.

Peng P., Wen Y., Yang Y. , Yuan Q., Tang Z., Long H. and Wang J.

NIPS 2017 Workshop

Sequential Advertising Agent with Interpretable User Hidden Intents

Zhaoqing Peng, Junqi Jin, Lan Luo, Yaodong Yang, Rui Luo, Jun Wang, Weinan Zhang, Miao Xu, Chuan Yu, Tiejian Luo, Han Li, Jian Xu, Kun Gai

CIKM 2020

SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving

CoRL 2020

Yaodong Yang