reinforcement learning

AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin ACL 2026 AceTone: Bridging Words and Colors for Conditional Image Grading CVPR 2026 Achieving Alignment Through Adaptive Play: Helping Optimize Objectives Without Observing Them UAI 2026 A Course Correction in Steerability Evaluation: Revealing Miscalibration and Side Effects in LLMs AAAI 2026 Action-Sketcher: From Reasoning to Action via Visual Sketches for Robotic Manipulation CVPR 2026 AdaCuRL: Adaptive Curriculum Reinforcement Learning with Invalid Sample Mitigation and Historical Revisiting AAAI 2026 AdaDexTrack: Dynamic Modulation for Adaptive and Generalizable Dexterous Manipulation Tracking CVPR 2026 AdaFuse: Adaptive Multimodal Fusion for Lung Cancer Risk Prediction via Reinforcement Learning MIDL 2026 Adaptive 3D Perception for Small Aerial Targets Under Sparse Sampling via Reinforcement Learning CVPR 2026 Adaptive Instruction Composition for Automated LLM Red-Teaming ACL 2026 AdaptVision: Efficient Vision-Language Models via Adaptive Visual Acquisition CVPR 2026 AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following ACL 2026 Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles AAAI 2026 Adversarial Style Optimization: Enhancing VLM Jailbreaks by GRPO-based Stylistic Triggers Optimization CVPR 2026 Affordance-R1: Reinforcement Learning for Generalizable Affordance Reasoning in Multimodal Large Language Models AAAI 2026 AgentGL: Towards Agentic Graph Learning with LLMs via Reinforcement Learning ACL 2026 Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents ACL 2026 AG-GRPO: Answer-Guided GRPO for Masked Diffusion Language Models ACL 2026 A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task ACL 2026 AI-Driven Real-Time Acoustic Modelling for Better Audio Perception in Dynamic Environments AAAI 2026 ALDEN: Reinforcement Learning for Active Navigation and Evidence Gathering in Long Documents ACL 2026 Aligning Machiavellian Agents: Behavior Steering via Test-Time Policy Shaping AAAI 2026 Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization EACL 2026 Align to Structure: Aligning Large Language Models with Structural Information AAAI 2026 All Roads Lead to Rome: Incentivizing Divergent Thinking in Vision-Language Models CVPR 2026