reinforcement learning

From Stimuli to Minds: Enhancing Psychological Reasoning in LLMs via Bilateral Reinforcement Learning AAAI 2026 From Tokens to Latent States: Leveraging Pre-trained Language Models for Improving Partially Observable Reinforcement Learning AAAI 2026 From Word to World: Can Large Language Models be Implicit Text-based World Models? ACL 2026 Gained in Translation: Privileged Pairwise Judges Enhance Multilingual Reasoning ACL 2026 Game Ground Bench: Probing the Limits of LVLMs in Complex Semantic Grounding Across Game Universes AAAI 2026 GDPO-SR: Group Direct Preference Optimization for One-Step Generative Image Super-Resolution CVPR 2026 GDRO: Group-level Reward Post-training Suitable for Diffusion Models CVPR 2026 GenBreak: Red Teaming Text-to-Image Generation Using Large Language Models CVPR 2026 General Process Reward Modeling for Robotic Reinforcement Learning CVPR 2026 Gentle Manipulation Policy Learning via Demonstrations from VLM Planned Atomic Skills AAAI 2026 GeoAgent: Learning to Geolocate Everywhere with Reinforced Geographic Characteristics CVPR 2026 Goal-Driven Reward by Video Diffusion Models for Reinforcement Learning CVPR 2026 GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social Simulation ACL 2026 GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation AAAI 2026 Grounding Everything in Tokens for Multimodal Large Language Models CVPR 2026 Ground What You See: Hallucination-Resistant MLLMs via Caption Feedback, Diversity-Aware Sampling, and Conflict Regularization AAAI 2026 GRPO-Guard: Mitigating Implicit Over-Optimization in Flow Matching via Regulated Clipping CVPR 2026 GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking CVPR 2026 GTR-Turbo: Merged Checkpoint is Secretly a Free Teacher for Agentic VLM Training CVPR 2026 G-UBS: Towards Robust Understanding of Implicit Feedback via Group-Aware User Behavior Simulation AAAI 2026 Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence ACL 2026 Guided Distillation and Risk Adaptive Evolution for Multi-Robot Navigation AAAI 2026 Guideline-Consistent Segmentation via Multi-Agent Refinement AAAI 2026 GUI-Eyes: Tool-Augmented Perception for Visual Grounding in GUI Agents AAAI 2026 GUI-G²: Gaussian Reward Modeling for GUI Grounding AAAI 2026