reinforcement learning

Pseudo-Likelihood Training for Reasoning Diffusion Language Models EACL 2026 PSPO: Prompt-Level Prioritization and Experience-Weighted Smoothing for Efficient Policy Optimization AAAI 2026 PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards CVPR 2026 PvP: Data-Efficient Humanoid Robot Learning with Proprioceptive-Privileged Contrastive Representations CVPR 2026 QiMeng-Kernel: Macro-Thinking Micro-Coding Paradigm for LLM-Based High-Performance GPU Kernel Generation AAAI 2026 QueryAligner: Customizing User Query to Match LLMs Preferences for Better Intent Recognition AAAI 2026 QueryGym: Step-by-Step Interaction with Relational Databases AAAI 2026 QueStER: Query Specification for Generative Keyword-Based Retrieval EACL 2026 R3: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement Learning ACL 2026 R3-PCQA: Ray-Reprojection-Reinforcement for No-Reference 3D Point Cloud Quality Assessment CVPR 2026 R-4B: Incentivizing General-Purpose Auto-Thinking in MLLMs via Bi-Mode Annealing and Reinforce Learning CVPR 2026 RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection AAAI 2026 RadVLM-GRPO: Enhancing Chest X-ray Report Generation and Visual Grounding via Reinforcement Learning MIDL 2026 RAG-on-a-Diet: A Reinforcement Learning-Based Dynamic Resource Optimization Framework for RAG ACL 2026 RAG-R1:Incentivizing the Search and Reasoning Capabilities of LLMs Through Multi-Query Parallelism AAAI 2026 RAPID: A Rapid Prototyping Platform for Industrial Automation AAAI 2026 R-AVST: Empowering Video-LLMs with Fine-Grained Spatio-Temporal Reasoning in Complex Audio-Visual Scenarios AAAI 2026 R-C2: Cycle-Consistent Reinforcement Learning Improves Multimodal Reasoning CVPR 2026 Reading or Reasoning? Format Decoupled Reinforcement Learning for Document OCR CVPR 2026 ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering CVPR 2026 Re-Align: Structured Reasoning-guided Alignment for In-Context Image Generation and Editing CVPR 2026 Realistic Curriculum Reinforcement Learning for Autonomous and Sustainable Marine Vessel Navigation AAAI 2026 Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos AAAI 2026 Real-Time Long Horizon Air Quality Forecasting via Group-Relative Policy Optimization CVPR 2026 RealVLG-R1: A Large-Scale Real-World Visual-Language Grounding Benchmark for Robotic Perception and Manipulation CVPR 2026