Sotabase

Career

· Assistant Professor, Tsinghua University, Institute for Interdisciplinary Information Sciences (IIIS)2020–
· Researcher, OpenAI2019–2020
· Ph.D. student in Artificial Intelligence, University of California, Berkeley2014–2019

Publications (77)

Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments
Neural Information Processing Systems · 2017
5,392
cited
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games
Neural Information Processing Systems · 2021
1,887
cited
The Sixth Visual Object Tracking VOT2018 Challenge Results
ECCV Workshops · 2018
787
cited
Emergent Tool Use From Multi-Agent Autocurricula
International Conference on Learning Representations · 2019
731
cited
Value Iteration Networks
Neural Information Processing Systems · 2016
677
cited
Robust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient
AAAI Conference on Artificial Intelligence · 2019
329
cited
Optimal multimodal fusion for multimedia data analysis
MULTIMEDIA '04 · 2004
268
cited
Adversarial Training for Relation Extraction
Conference on Empirical Methods in Natural Language Processing · 2017
226
cited
Multi-Task Reinforcement Learning with Soft Modularization
Neural Information Processing Systems · 2020
221
cited
The Surprising Effectiveness of MAPPO in Cooperative, Multi-Agent Games
arXiv.org · 2021
191
cited
Agnostic Learning of Monomials by Halfspaces Is Hard
2009 50th Annual IEEE Symposium on Foundations of Computer Science · 2009
160
cited
Influence-Based Multi-Agent Exploration
International Conference on Learning Representations · 2019
150
cited
Antibodies to Nipah or Nipah-like Viruses in Bats, China
Emerging Infectious Diseases · 2008
138
cited
Bayesian Relational Memory for Semantic Visual Navigation
IEEE International Conference on Computer Vision · 2019
110
cited
Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning
Neural Information Processing Systems · 2022
93
cited
A YAC-based physical map of the mouse genome
Nature Genetics · 1999
90
cited
NovelD: A Simple yet Effective Exploration Criterion
Neural Information Processing Systems · 2021
89
cited
Nanoscale Bipolar and Complementary Resistive Switching Memory Based on Amorphous Carbon
IEEE Transactions on Electron Devices · 2011
77
cited
Deep Reinforcement Learning for Green Security Games with Real-Time Information
AAAI Conference on Artificial Intelligence · 2018
74
cited
Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization
International Conference on Learning Representations · 2021
61
cited
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