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Yaodong Yang

Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction

May 27, 2019
Hongyao Tang, Jianye Hao, Guangyong Chen, Pengfei Chen, Zhaopeng Meng, Yaodong Yang, Li Wang

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* 10 pages for paper and 6 pages for the supplementary material

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Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning

Jan 26, 2019
Ying Wen, Yaodong Yang, Rui Luo, Jun Wang, Wei Pan

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* ICLR 2019

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Can Deep Learning Predict Risky Retail Investors? A Case Study in Financial Risk Behavior Forecasting

Jan 17, 2019
Yaodong Yang, Alisa Kolesnikova, Stefan Lessmann, Tiejun Ma, Ming-Chien Sung, Johnnie E. V. Johnson

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* Withdraw due to irresolvable dispute among co-authors

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Benchmarking Deep Sequential Models on Volatility Predictions for Financial Time Series

Nov 08, 2018
Qiang Zhang, Rui Luo, Yaodong Yang, Yuanyuan Liu

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* NIPS 2018, Workshop on Challenges and Opportunities for AI in Financial Services

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Mean Field Multi-Agent Reinforcement Learning

Jul 19, 2018
Yaodong Yang, Rui Luo, Minne Li, Ming Zhou, Weinan Zhang, Jun Wang

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* ICML 2018 (Full paper + Long talk)

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

May 14, 2018
Yaodong Yang, Lantao Yu, Yiwei Bai, Jun Wang, Weinan Zhang, Ying Wen, Yong Yu

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* Full version of the paper presented at AAMAS 2018 (International Conference on Autonomous Agents and Multiagent Systems)

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