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Deep Reinforcement Learning

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TitleStatusHype
Sensing Accuracy Optimization for Multi-UAV SAR Interferometry with Data Offloading—0
LiLM-RDB-SFC: Lightweight Language Model with Relational Database-Guided DRL for Optimized SFC Provisioning—0
Turning Sand to Gold: Recycling Data to Bridge On-Policy and Off-Policy Learning via Causal Bound—0
Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks—0
Deep Reinforcement Learning with Gradient Eligibility TracesCode1
Hierarchical Task Offloading for UAV-Assisted Vehicular Edge Computing via Deep Reinforcement Learning—0
Beyond Training-time Poisoning: Component-level and Post-training Backdoors in Deep Reinforcement Learning—0
Generalized Adaptive Transfer Network: Enhancing Transfer Learning in Reinforcement Learning Across DomainsCode0
Explainable AI for Radar Resource Management: Modified LIME in Deep Reinforcement Learning—0
rQdia: Regularizing Q-Value Distributions With Image Augmentation—0
Learning-Based Resource Management in Integrated Sensing and Communication Systems—0
Multi-Objective Reinforcement Learning for Cognitive Radar Resource Management—0
GymPN: A Library for Decision-Making in Process Management Systems—0
TRACED: Transition-aware Regret Approximation with Co-learnability for Environment DesignCode0
Optimal Design of Experiment for Electrochemical Parameter Identification of Li-ion Battery via Deep Reinforcement Learning—0
Efficient Beam Selection for ISAC in Cell-Free Massive MIMO via Digital Twin-Assisted Deep Reinforcement Learning—0
BIDA: A Bi-level Interaction Decision-making Algorithm for Autonomous Vehicles in Dynamic Traffic Scenarios—0
Adaptive Social Metaverse Streaming based on Federated Multi-Agent Deep Reinforcement Learning—0
Adaptive Action Duration with Contextual Bandits for Deep Reinforcement Learning in Dynamic EnvironmentsCode0
Joint Spectrum Sensing and Resource Allocation for OFDMA-based Underwater Acoustic Communications—0
Learning to Explore in Diverse Reward Settings via Temporal-Difference-Error MaximizationCode0
The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning—0
A Novel ViDAR Device With Visual Inertial Encoder Odometry and Reinforcement Learning-Based Active SLAM Method—0
Federated Neuroevolution O-RAN: Enhancing the Robustness of Deep Reinforcement Learning xApps—0
DR-SAC: Distributionally Robust Soft Actor-Critic for Reinforcement Learning under UncertaintyCode0
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