reinforcement learning

MolMem: Memory-Augmented Agentic Reinforcement Learning for Sample-Efficient Molecular Optimization ACL 2026 MolSight: Optical Chemical Structure Recognition with SMILES Pretraining, Multi-Granularity Learning and Reinforcement Learning AAAI 2026 Monet: Reasoning in Latent Visual Space Beyond Image and Language CVPR 2026 MoralReason: Generalizable Moral Decision Alignment for LLM Agents Using Reasoning-Level Reinforcement Learning AAAI 2026 MoRI: Learning Motivation-Grounded Reasoning for Scientific Ideation in Large Language Models ACL 2026 MorphSeek: Fine-grained Latent Representation-Level Policy Optimization for Deformable Image Registration CVPR 2026 MSJoE: Jointly Evolving MLLM and Sampler for Efficient Long-Form Video Understanding CVPR 2026 MultiCrafter: High-Fidelity Multi-Subject Generation via Disentangled Attention and Identity-Aware Preference Alignment CVPR 2026 Multimodal Table Understanding with Difficulty-aware Reinforcement Learning AAAI 2026 Multi-Task Reinforcement Learning for Enhanced Multimodal LLM-as-a-Judge ACL 2026 MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding ACL 2026 MuSe: Multi-Stage Graph Reasoning via Vision-Language Models ACL 2026 NaviMaster: Learning a Unified Policy for GUI and Embodied Navigation Tasks ACL 2026 Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning EACL 2026 NeoAMT: Neologism-Aware Agentic Machine Translation with Reinforcement Learning ACL 2026 Neuro-Cognitive Reward Modeling for Human-Centered Autonomous Vehicle Control CVPR 2026 Next-Generation Metalens Vision System: Powered by AI and Applied to AI AAAI 2026 No MoCap Needed: Post-Training Motion Diffusion Models with Reinforcement Learning using Only Textual Prompts WACV 2026 No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning ACL 2026 NoRD: A Data-Efficient Vision-Language-Action Model that Drives without Reasoning CVPR 2026 Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning ACL 2026 NS-Diff: Fluid Navier-Stokes Guided Video Diffusion via Reinforcement Learning CVPR 2026 NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement Learning EACL 2026 Object-Centric World Models for Causality-Aware Reinforcement Learning AAAI 2026 OctoNav: Towards Generalist Embodied Navigation CVPR 2026