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• ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
  2025 · 2 citations
• MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces
  2024 · 1 citations
• RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization
  2025
• Balanced Aggregation: Understanding and Fixing Aggregation Bias in GRPO
  2026
• The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL
  2026
• A$^2$FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning
  2025
• UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
  2025
• VideoScore2: Think before You Score in Generative Video Evaluation
  2025
• Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
  2025
• TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
  2025
• First Return, Entropy-Eliciting Explore
  2025
• Read to Play (R2-Play): Decision Transformer with Multimodal Game Instruction
  2024