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• MetaTrader: An Reinforcement Learning Approach Integrating Diverse Policies for Portfolio Optimization
  2022 · 49 citations
• Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards
  2019 · 37 citations
• Offline Reinforcement Learning with Reverse Model-based Imagination
  2021 · 21 citations
• An Optimal Online Method of Selecting Source Policies for Reinforcement Learning
  2017 · 13 citations
• Context-Aware Policy Reuse
  2018 · 9 citations
• Active Hierarchical Exploration with Stable Subgoal Representation Learning
  2021 · 7 citations
• OpticGAI: Generative AI-aided Deep Reinforcement Learning for Optical Networks Optimization
  2024 · 5 citations
• Behavior Contrastive Learning for Unsupervised Skill Discovery
  2023 · 3 citations
• IMM: An Imitative Reinforcement Learning Approach with Predictive Representation Learning for Automatic Market Making