reinforcement learning

Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning ICLR 2025 STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback EMNLP 2025 Statistical field theory for Markov decision processes under uncertainty JMLR 2025 Stealing That Free Lunch: Exposing the Limits of Dyna-Style Reinforcement Learning ICML 2025 STeCa: Step-level Trajectory Calibration for LLM Agent Learning ACL 2025 Steering LLM Reasoning Through Bias-Only Adaptation EMNLP 2025 StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization EMNLP 2025 Stop Diverse OOD Attacks: Knowledge Ensemble for Reliable Defense AAAI 2025 StoryLLaVA: Enhancing Visual Storytelling with Multi-Modal Large Language Models COLING 2025 Strong Empowered and Aligned Weak Mastered Annotation for Weak-to-Strong Generalization AAAI 2025 Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling EMNLP 2025 Structured Document Translation via Format Reinforcement Learning IJCNLP 2025 Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning ICLR 2025 Style Transfer with Multi-iteration Preference Optimization NAACL 2025 Survey on Strategic Mining in Blockchain: A Reinforcement Learning Approach IJCAI 2025 Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models ICLR 2025 Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories EMNLP 2025 Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales ICML 2025 SynthRL: Cross-domain Synthesizer Sound Matching via Reinforcement Learning IJCAI 2025 T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling ICML 2025 Table-R1: Inference-Time Scaling for Table Reasoning Tasks EMNLP 2025 TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning ACL 2025 Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation ACL 2025 Taming Overconfidence in LLMs: Reward Calibration in RLHF ICLR 2025 TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making EMNLP 2025