reinforcement learning

D2Plan: Dual-Agent Dynamic Global Planning for Complex Retrieval-Augmented Reasoning ACL 2026 DART: Disambiguation-Aware Reasoning for Video-guided Machine Translation ACL 2026 DDIN: Reinforcement Learning with Asymmetric GNNs for Dismantling Directed Interdependent Networks (Student Abstract) AAAI 2026 DecIF: Improving Instruction-Following through Decomposition ACL 2026 Decouple to Generalize: Context-First Self-Evolving Learning for Data-Scarce Vision-Language Reasoning CVPR 2026 Decoupling Understanding from Reasoning via Problem Space Mapping for Small-Scale Model Reasoning AAAI 2026 DeepOR: A Deep Reasoning Foundation Model for Optimization Modeling AAAI 2026 DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs AAAI 2026 Deep Q-Learning on Hölder Spaces COLT 2026 Dejavu: Towards Experience Feedback Learning for Embodied Intelligence CVPR 2026 DemoFunGrasp: Universal Dexterous Functional Grasping via Demonstration-Editing Reinforcement Learning CVPR 2026 Designed to Spread: A Generative Approach to Enhance Information Diffusion AAAI 2026 Detect Anything via Next Point Prediction CVPR 2026 DEVA: Fine-tuning Multimodal Large Language Models for Visual Perception Tasks CVPR 2026 DialogueVPR: Towards Conversational Visual Place Recognition CVPR 2026 Differences That Matter: Auditing Models for Capability Gap Discovery and Rectification CVPR 2026 Discovery and Reinforcement of Tool-Integrated Reasoning Chains via Rollout Trees ACL 2026 Discriminative Perception via Anchored Description for Reasoning Segmentation CVPR 2026 Disentangling to Re-couple: Resolving the Similarity-Controllability Paradox in Subject-Driven Text-to-Image Generation CVPR 2026 Distill and Align Decomposition for Enhanced Claim Verification EACL 2026 Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models ACL 2026 DistRS: Disaggregated Reward Service for RLVR with Batch-Level Constraint NSDI 2026 DiverseGRPO: Mitigating Mode Collapse in Image Generation via Diversity-Aware GRPO CVPR 2026 DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding AAAI 2026 DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding CVPR 2026