reinforcement learning

Reasoning about Uncertainty: Do Reasoning Models Know When They Don’t Know? EACL 2026 Reasoning-Driven Anomaly Detection and Localization with Image-Level Supervision CVPR 2026 Reasoning or Knowledge: Stratified Evaluation of Biomedical LLMs EACL 2026 Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination AAAI 2026 Reasoning Over Space: Enabling Geographic Reasoning for LLM-Based Generative Next POI Recommendation ACL 2026 Reasoning Palette: Modulating Reasoning via Latent Contextualization for Controllable Exploration for (V)LMs CVPR 2026 Reasoning via Implicit Self-supervised Emergence for Instruction Segmentation AAAI 2026 Reasoning with Exploration: An Entropy Perspective AAAI 2026 ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding AAAI 2026 ReasonX: MLLM-Guided Intrinsic Image Decomposition CVPR 2026 RebRL: Reinforcing Discrete Visual Diffusion Models with Rebalanced Timestep Credits CVPR 2026 ReCAD: Reinforcement Learning Enhanced Parametric CAD Model Generation with Vision-Language Models AAAI 2026 ReCode: Reinforcing Code Generation with Reasoning-Process Rewards ACL 2026 ReCode: Updating Code API Knowledge with Reinforcement Learning AAAI 2026 RECoRD: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Relational Diagram AAAI 2026 Recovering Physically Plausible Human-Object Interactions from Monocular Videos CVPR 2026 Recurrent Reasoning with Vision-Language Models for Estimating Long-Horizon Embodied Task Progress CVPR 2026 RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services ACL 2026 ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL ACL 2026 Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted Rewards ACL 2026 Refining Few-Step Text-to-Multiview Diffusion via Reinforcement Learning CVPR 2026 RehearseVLA: Simulated Post-Training for VLAs with Physically-Consistent World Model CVPR 2026 Reinforced Efficient Reasoning via Semantically Diverse Exploration ACL 2026 Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation ACL 2026 Reinforced Rate Control for Neural Video Compression via Inter-Frame Rate–Distortion Awareness AAAI 2026