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• A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning
  2022 · 32 citations
• Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation
  2022 · 13 citations
• Curriculum-based Deep Reinforcement Learning for Quantum Control
  2020 · 5 citations
• Deep Reinforcement Learning with Quantum-inspired Experience Replay
  2021 · 3 citations
• Efficient Bayesian Policy Reuse with a Scalable Observation Model in Deep Reinforcement Learning
  2022 · 1 citations
• Beyond the Dirac Delta: Mitigating Diversity Collapse in Reinforcement Fine-Tuning for Versatile Image Generation
  2026
• Conditional Diffusion Model for Multi-Agent Dynamic Task Decomposition
  2025
• Scalable In-Context Q-Learning
  2025
• Mixture-of-Experts Meets In-Context Reinforcement Learning
  2025
• Text-to-Decision Agent: Offline Meta-Reinforcement Learning from Natural Language Supervision
  2025
• Fidelity-based Probabilistic Q-learning for Control of Quantum Systems
  2018
• Lifelong Incremental Reinforcement Learning with Online Bayesian Inference
  2020
• Auxiliary Task-based Deep Reinforcement Learning for Quantum Control
  2023