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• Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
  2025 · 98 citations
• Maximum Entropy-Regularized Multi-Goal Reinforcement Learning
  2019 · 47 citations
• Curiosity-Driven Experience Prioritization via Density Estimation
  2019 · 42 citations
• Energy-Based Hindsight Experience Prioritization
  2018 · 27 citations
• Learning Goal-Oriented Visual Dialog via Tempered Policy Gradient
  2018 · 14 citations
• Efficient Dialog Policy Learning via Positive Memory Retention
  2018 · 10 citations
• WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration
  2024 · 4 citations
• Mutual Information State Intrinsic Control
  2021 · 3 citations
• Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning