reinforcement learning

Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents ACL 2026 Harnessing Data from Clustered LQR Systems: Personalized and Collaborative Policy Optimization L4DC 2026 HDR-VLM: HDR-Domain Adaptation of VLMs and Preference-Aligned Quality Assessment for HDR Video Color Grading CVPR 2026 HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment ACL 2026 Hestia: Voxel-Face-Aware Hierarchical Next-Best-View Acquisition for Efficient 3D Reconstruction WACV 2026 Heterogeneous Adaptive Policy Optimization: Tailoring Optimization to Every Token’s Nature ACL 2026 HiCoGen: Hierarchical Compositional Text-to-Image Generation in Diffusion Models via Reinforcement Learning CVPR 2026 HiconAgent: History Context-aware Policy Optimization for GUI Agents CVPR 2026 History-Aware Reasoning for GUI Agents AAAI 2026 HSI-GPT2: A Dual-Granularity Large Motion Reasoning Model with Diffusion Refinement for Human-Scene Interaction CVPR 2026 HTNav: A Hybrid Navigation Framework with Tiered Structure for Urban Aerial Vision-and-Language Navigation CVPR 2026 IAD-R1: Reinforcing Consistent Reasoning in Industrial Anomaly Detection AAAI 2026 IBISAgent: Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical Object Referring and Segmentation CVPR 2026 ID-Crafter: VLM-Grounded Online RL for Compositional Multi-Subject Video Generation CVPR 2026 Identity-Preserving Image-to-Video Generation via Reward-Guided Optimization CVPR 2026 Image Diffusion Preview with Consistency Solver CVPR 2026 Imbalanced Gradients in RL Post-Training of Multi-Task LLMs EACL 2026 ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following ACL 2026 Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation AAAI 2026 Improving Exact Algorithm for Pseudo Boolean Optimization with Two New Phase Selection Heuristics AAAI 2026 Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study AAAI 2026 Improving Text-to-Image Generation with Intrinsic Self-Confidence Rewards CVPR 2026 Improving Vision-language Models with Perception-centric Process Reward Models CVPR 2026 Incentivizing Generative Zero-Shot Learning via Outcome-Reward Reinforcement Learning with Visual Cues CVPR 2026 Incentivizing Strong Reasoning from Weak Supervision EACL 2026