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• Population-coding and Dynamic-neurons improved Spiking Actor Network for Reinforcement Learning
  2021 · 7 citations
• One for All: A Non-Linear Transformer can Enable Cross-Domain Generalization for In-Context Reinforcement Learning
  2026
• Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning
  2026
• VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training
  2026
• LLMs for Explainable Business Decision-Making: A Reinforcement Learning Fine-Tuning Approach
  2026
• Towards Agentic Self-Learning LLMs in Search Environment
  2025
• LRT-Diffusion: Calibrated Risk-Aware Guidance for Diffusion Policies
  2025
• Probabilistic Uncertain Reward Model
  2025
• Doubly-Dynamic ISAC Precoding for Vehicular Networks: A Constrained Deep Reinforcement Learning (CDRL) Approach
  2024
• Dependency-Aware CAV Task Scheduling via Diffusion-Based Reinforcement Learning
  2024