conftrace_

tool-integrated reasoning

9 papers

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Also known as

TIR

Co-occurring keywords · papers mentioning both

large language model (4) reinforcement learning (4) credit assignment (2) behavior calibration (1) prefill token equivalent (1) binary-search rollout (1) rollout tree (1) agentic reinforcement learning (1) tool-internalized reasoning (1) group turn policy optimization (1)

Papers

Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning ACL 2026 Discovery and Reinforcement of Tool-Integrated Reasoning Chains via Rollout Trees ACL 2026 Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization ACL 2026 ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration ACL 2026 Learning from the Irrecoverable: Error-Localized Policy Optimization for Tool-Integrated LLM Reasoning ACL 2026 MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching ACL 2026 Scaling Agentic Reinforcement Learning for Tool-Integrated Reasoning in VLMs CVPR 2026 TInR: Exploring Tool-Internalized Reasoning in Large Language Models ACL 2026 Building Math Agents with Multi-Turn Iterative Preference Learning ICLR 2025