UnifiedPlayers: Enhance Tool-Integrated Reasoning in Agentic Reinforcement Learning
cs.AI
Submitted: 2026-09-17
Updated: 2026-09-17
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Evaluating Large Language Models Trained on Code
- Self-Compression of Chain-of-Thought via Multi-Agent Reinforcement Learning
- Reinforcement Learning for Tool-Integrated Interleaved Thinking towards Cross-Domain Generalization
- Training Verifiers to Solve Math Word Problems
- Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning
- From Self-Evolving Synthetic Data to Verifiable-Reward RL: Post-Training Multi-turn Interactive Tool-Using Agents
- VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use
- ToRL: Scaling Tool-Integrated RL
- Understanding Tool-Integrated Reasoning
- DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
- Socratic-Zero : Bootstrapping Reasoning via Data-Free Agent Co-evolution
- AutoTIR: Autonomous Tools Integrated Reasoning via Reinforcement Learning
- Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
- MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining
- TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments
- Qwen3 Technical Report
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