reinforcement learning

Incentivizing Versatile Video Reasoning in MLLMs via Data-Efficient Reinforcement Learning CVPR 2026 Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement AAAI 2026 Inferring Events from Time Series using Language Models ACL 2026 Inferring Heterogeneous Private Valuations from Offline Market Data via Entropic Risk-Sensitive Utility Maximization AAAI 2026 InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization AAAI 2026 InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training ACL 2026 Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems ACL 2026 Intention-Guided Cognitive Reasoning for Egocentric Long-Term Action Anticipation AAAI 2026 InterPrior: Scaling Generative Control for Physics-Based Human-Object Interactions CVPR 2026 IPR-1: Interactive Physical Reasoner CVPR 2026 IRIS: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical Reasoning ACL 2026 Iterative Closed-Loop Motion Synthesis for Scaling the Capabilities of Humanoid Control CVPR 2026 J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization ACL 2026 Joint MDPs and Reinforcement Learning in Coupled-Dynamics Environments UAI 2026 JoPPO: Hierarchical Photography Assessment via Contrastive Joint Conditional Probabilistic Reinforcement Learning CVPR 2026 KARL: Reinforcement Learning for LLM Agents on Multi-Turn Knowledge-Intensive Agentic Tasks ACL 2026 KASER: Knowledge-Aligned Student Error Simulator for Open-Ended Coding Tasks ACL 2026 Keep On Going: Learning Robust Humanoid Motion Skills via Selective Adversarial Training AAAI 2026 KETCHUP: K-Step Return Estimation for Sequential Knowledge Distillation EACL 2026 Knowledge Boundary Discovery for Large Language Models AAAI 2026 Knowledge is Not Enough: Injecting RL Skills for Continual Adaptation ACL 2026 KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality ACL 2026 KOALA: Knowledge of Optimization and Learning Algorithms for Healthcare AAAI 2026 Label What Matters: Modality-Balanced and Difficulty-Aware Multimodal Active Learning CVPR 2026 LaF-GRPO: In-Situ Navigation Instruction Generation for the Visually Impaired via GRPO with LLM-as-Follower Reward AAAI 2026