conftrace_

rule-based reward

5 papers

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Co-occurring keywords · papers mentioning both

multimodal large language model (3) reinforcement learning (3) chain-of-thought reasoning (2) policy optimization (2) generalizable reasoning (1) large language model (1) gui agent (1) group relative policy optimization (1) reasoning process (1) adaptive reasoning (1)

Papers

Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following AAAI 2026 R-4B: Incentivizing General-Purpose Auto-Thinking in MLLMs via Bi-Mode Annealing and Reinforce Learning CVPR 2026 UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning AAAI 2026 WorkForceAgent-R1: Incentivizing Reasoning Capability in LLM-based Web Agents via Reinforcement Learning EACL 2026 R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization ICCV 2025