Hongyao Tang

Venues

Frequent coauthors

Papers

1. COLA: Towards Efficient Multi-Objective Reinforcement Learning with Conflict Objective Regularization in Latent Space
   NeurIPS 2025 ·

   Pengyi Li

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2. CORE: Collaborative Optimization with Reinforcement Learning and Evolutionary Algorithm for Floorplanning
   NeurIPS 2025 ·

   Pengyi Li

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3. Dual Ensembled Multiagent Q-Learning with Hypernet Regularizer
   AAMAS 2025 ·

   Yaodong Yang

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4. FANS: A Flatness-Aware Network Structure for Generalization in Offline Reinforcement Learning
   NeurIPS 2025 ·

   Da Wang

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5. LaRes: Evolutionary Reinforcement Learning with LLM-based Adaptive Reward Search
   NeurIPS 2025 ·

   Pengyi Li

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6. Mitigating Plasticity Loss in Continual Reinforcement Learning by Reducing Churn
   ICML 2025 · Hongyao Tang
7. R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models
   ICML 2025 ·

   Pengyi Li

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8. Designing Biological Sequences without Prior Knowledge Using Evolutionary Reinforcement Learning
   AAAI 2024 ·

   Xi Zeng

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9. EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search
   ICML 2024 ·

   Pengyi Li

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10. Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn
    NeurIPS 2024 · Hongyao Tang
11. The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space
    NeurIPS 2024 · Hongyao Tang
12. Value-Evolutionary-Based Reinforcement Learning
    ICML 2024 ·

    Pengyi Li

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