group relative policy optimization

AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin ACL 2026 AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization AAAI 2026 Affordance-R1: Reinforcement Learning for Generalizable Affordance Reasoning in Multimodal Large Language Models AAAI 2026 AG-GRPO: Answer-Guided GRPO for Masked Diffusion Language Models ACL 2026 Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization EACL 2026 All Roads Lead to Rome: Incentivizing Divergent Thinking in Vision-Language Models CVPR 2026 Ar2Can: An Architect and an Artist Leveraging a Canvas for Multi-Human Generation CVPR 2026 Arabic Dialect Translation with Small LLMs: Enhancing through Reasoning-Oriented Reinforcement Learning EACL 2026 Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation CVPR 2026 AVATAR: Reinforcement Learning to See, Hear, and Reason Over Video CVPR 2026 BBgame at SemEval-2026 Task 12: Small Lanugage Model Fintuning for Abductive Event Reasoning task SemEval 2026 Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling EACL 2026 Capturing Classic Authorial Style in Long-Form Story Generation with GRPO Fine-Tuning CoNLL 2026 CARE What Fails: Contrastive Anchored-REflection for Verifiable Multimodal Reasoning CVPR 2026 Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards ACL 2026 Closing the Spatial Execution Gap in Digital Whiteboards via Verifiable Reinforcement Learning ACL 2026 Co-EPG: A Framework for Co-Evolution of Planning and Grounding in Autonomous GUI Agents AAAI 2026 DEVA: Fine-tuning Multimodal Large Language Models for Visual Perception Tasks CVPR 2026 Distill and Align Decomposition for Enhanced Claim Verification EACL 2026 Diverse Video Generation with Determinantal Point Process-Guided Policy Optimization CVPR 2026 Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error ACL 2026 Driving with Advice: Large Model as Motion Advisor for Joint Planning AAAI 2026 DRM: Diffusion-based Reward Model With Step-wise Guidance CVPR 2026 Dr. Seg: Revisiting GRPO Training for Visual Large Language Models through Perception-Oriented Design CVPR 2026 DVMap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value Mapping ACL 2026