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• Application of Deep Q-Network in Portfolio Management
  2020 · 57 citations
• VesNet-RL: Simulation-based Reinforcement Learning for Real-World US Probe Navigation
  2022 · 53 citations
• Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction
  2019 · 2 citations
• AB-Mapper: Attention and BicNet Based Multi-agent Path Finding for Dynamic Crowded Environment
  2021 · 1 citations
• RoboAlign-R1: Distilled Multimodal Reward Alignment for Robot Video World Models
  2026
• Spatiotemporal Forecasting as Planning: A Model-Based Reinforcement Learning Approach with Generative World Models
  2025
• A Reinforcement-Learning-Enhanced LLM Framework for Automated A/B Testing in Personalized Marketing
  2025
• Latent-Variable Advantage-Weighted Policy Optimization for Offline RL
  2022
• Learning to Coordinate for a Worker-Station Multi-robot System in Planar Coverage Tasks
  2022