reinforcement-learning

Documents about reinforcement-learning

• Optimization of broadband metamaterial absorber using twin delayed deep deterministic policy gradient reinforcement learning technique.#67460NCBI PubMed Central
• Reinforcement Learning for Intensity Control: An Application to Choice-Based Network Revenue Management#139074arXiv (OAI)
• Multi-objective inventory optimization using reinforcement learning: a comparative study on profitability and carbon emissions.#145872NCBI PubMed Central
• Off by a beat: the effects of temporal misalignment in reinforcement learning for sepsis treatment.#165575NCBI PubMed Central
• OSP-Next: Efficient High-Quality Video Generation with Sparse Sequence Parallelism, HiF8 Quantization, and Reinforcement Learning#236514Papers With Code
• Online Trading Models with Deep Reinforcement Learning in the Forex Market Considering Transaction Costs#478198CiNii
• Safe and adaptive control of non-stationary stochastic systems via Lyapunov-constrained distributional reinforcement learning.#479279NCBI PubMed Central
• Designing Reinforcement Learning for Diffusion Models: A Unified Path-Space View#609600arXiv (All)
• TRACE-CASH: Trial-History-Conditioned Reinforcement Learning for Adaptive Configuration Exploration in Time-Series CASH#619124arXiv (OAI Expanded)
• TRACE-CASH: Trial-History-Conditioned Reinforcement Learning for Adaptive Configuration Exploration in Time-Series CASH#620803arXiv (All)
• The Ethical Decision Head: Operationalizing Normative Ethics in Autonomous Vehicles via Reinforcement Learning from Human Feedback#622998arXiv (OAI Expanded)
• The Ethical Decision Head: Operationalizing Normative Ethics in Autonomous Vehicles via Reinforcement Learning from Human Feedback#625271arXiv (All)
• E2HiL: Entropy-Guided Sample Selection for Efficient Real-World Human-in-the-Loop Reinforcement Learning#668408arXiv (OAI Expanded)
• E2HiL: Entropy-Guided Sample Selection for Efficient Real-World Human-in-the-Loop Reinforcement Learning#670473arXiv (All)
• Optimal Control with Natural Images: Efficient Reinforcement Learning using Overcomplete Sparse Codes#674149arXiv (OAI Expanded)
• Optimal Control with Natural Images: Efficient Reinforcement Learning using Overcomplete Sparse Codes#677346arXiv (All)
• The Effectiveness Of Using Star Boards As A Learning Motivation Strategy For Grade 1 Students (Case Study At Min 1 Langsa)#218405Jurnal al Muta'aliyah: Pendidikan Guru Madrasah Ibtidaiyah
• Towards collective intelligence in agriculture: Deep reinforcement learning and digital twins for efficient management of collective irrigation water distribution systems#274202HAL (France)
• Energy-Efficient Cooperative Data Offloading in Cellular Networks Using Reinforcement Learning#667416ARPHA OAI-PMH Endpoint
• Reward Is Not a Simple Learning Signal: A Post-Inferential Representation of Evaluation#228536OSF
• Transdiagnostic factors differentially shape choices and reaction times in social evaluative learning#486066PsyArXiv
• Supplementary file 1_Application-driven pedagogical knowledge optimization of open-source LLMs via reinforcement learning and supervised fine-tuning.pdf#325675Figshare
• Prompt Optimization Through Reinforcement Learning for Generative Language Model Code Synthesis in Multi-Robot Systems#383735Digital Commons @ Michigan Tech
• Bridging Learning and Planning for Construction in a 3D environment#306767WIReDSpace
• Offline Reinforcement Learning for Hemodynamic Management of Sepsis in the ICU: a MIMIC-IV Study with Dual Off-Policy Evaluation#459679arXiv CS
• TL-RL-FusionNet: An Adaptive and Efficient Reinforcement Learning-Driven Transfer Learning Framework for Detecting Evolving Ransomware Threats#123961arXiv CS
• Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning#149293arXiv (OAI)
• DR-SAC: Distributionally Robust Soft Actor-Critic for Reinforcement Learning under Uncertainty#153090arXiv (OAI)
• Quantum framework for Reinforcement Learning: Integrating Markov decision process, quantum arithmetic, and trajectory search#158655arXiv (OAI)
• Joint Optimization of Training and Inference in Federated Edge Learning via Constrained Multi-Objective Deep Reinforcement Learning#224442arXiv CS
• Design of dynamic adaptive control framework for exoskeleton robot driven by neuromuscular signal based on deep reinforcement learning.#378404NCBI PubMed Central
• A vibration control method for chatter mitigation in milling process based on sliding mode control and reinforcement learning.#380773NCBI PubMed Central
• Energy-efficient wireless network control via spatio-temporal deep learning and multi-agent reinforcement learning.#418600NCBI PubMed Central
• DreamWaQ: Learning Robust Quadrupedal Locomotion With Implicit Terrain Imagination via Deep Reinforcement Learning#472146KOASAS: KAIST Open Access Self-Archiving System
• A reinforcement learning-driven adaptive hybrid PLC-RF communication architecture for IoT-based smart metering systems.#483386NCBI PubMed Central
• SMOPD: Multi-Reward Reinforcement Learning via Specialize-and-Merge Online Policy Distillation#661416arXiv (OAI Expanded)
• SMOPD: Multi-Reward Reinforcement Learning via Specialize-and-Merge Online Policy Distillation#662466arXiv (All)
• Highway Congestion Reduction through Reinforcement Learning Based Eulerian Headway Control#668242arXiv (OAI Expanded)
• Highway Congestion Reduction through Reinforcement Learning Based Eulerian Headway Control#670307arXiv (All)
• Residual Reward Models: Leveraging Prior Knowledge for Efficient Preference-based Reinforcement Learning in Robotics#674192arXiv (OAI Expanded)
• Residual Reward Models: Leveraging Prior Knowledge for Efficient Preference-based Reinforcement Learning in Robotics#677389arXiv (All)
• Now or later: A reinforcement learning model of behavioural delay#31135OSF
• Optimizing AI Models for Biomedical Signal Processing Using Reinforcement Learning in Edge Computing#71805PhilArchive
• OGER: A Robust Offline-Guided Exploration Reward for Hybrid Reinforcement Learning#120545arXiv CS
• Reinforcement Learning for Antibiotic Stewardship: Optimizing Prescribing Policies Under Antimicrobial Resistance Dynamics#130995bioRxiv / medRxiv
• Beam Scheduling for Cross-Layer ISAC: A Deep Reinforcement Learning Approach#138872arXiv CS
• StepCodeReasoner: Aligning Code Reasoning with Stepwise Execution Traces via Reinforcement Learning#178942arXiv CS
• Self-Supervised On-Policy Reinforcement Learning via Contrastive Proximal Policy Optimisation#180710arXiv CS
• Scale: Deep Reinforcement Learning for Container Scheduling in Serverless Edge Computing#194288arXiv CS
• Less Effort, Shorter Proofs: Reinforcement Learning for Security Protocol Analysis in Tamarin#222541arXiv CS