← authors · overview

• Learning Efficient Multi-agent Communication: An Information Bottleneck Approach
  2019 · 38 citations
• Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication
  2020 · 33 citations
• RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents
  2021 · 16 citations
• Mis-spoke or mis-lead: Achieving Robustness in Multi-Agent Communicative Reinforcement Learning
  2021 · 11 citations
• DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities
  2022 · 6 citations
• Efficient Reservoir Management through Deep Reinforcement Learning
  2020 · 5 citations
• Reinforcement Learning for Quantitative Trading
  2021 · 5 citations
• Deep Stock Trading: A Hierarchical Reinforcement Learning Framework for Portfolio Optimization and Order Execution
  2020 · 4 citations
• PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial Markets