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Deep Reinforcement Learning

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Showing 1101–1150 of 5822 papers

TitleStatusHype
Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer—0
A Novel Switch-Type Policy Network for Resource Allocation Problems: Technical Report—0
Classical and Deep Reinforcement Learning Inventory Control Policies for Pharmaceutical Supply Chains with Perishability and Non-Stationarity—0
Enhancing UAV Path Planning Efficiency Through Accelerated Learning—0
Enhancing AI Transparency: XRL-Based Resource Management and RAN Slicing for 6G ORAN Architecture—0
ForestProtector: An IoT Architecture Integrating Machine Vision and Deep Reinforcement Learning for Efficient Wildfire MonitoringCode0
Wasserstein Adaptive Value Estimation for Actor-Critic Reinforcement Learning—0
Fast Searching of Extreme Operating Conditions for Relay Protection Setting Calculation Based on Graph Neural Network and Reinforcement Learning—0
From Explainability to Interpretability: Interpretable Policies in Reinforcement Learning Via Model Explanation—0
Dynamic Portfolio Optimization via Augmented DDPG with Quantum Price Levels-Based Trading Strategy—0
Application of Deep Reinforcement Learning to UAV Swarming for Ground Surveillance—0
SPEQ: Stabilization Phases for Efficient Q-Learning in High Update-To-Data Ratio Reinforcement Learning—0
Dynamic Pricing in High-Speed Railways Using Multi-Agent Reinforcement Learning—0
CHEQ-ing the Box: Safe Variable Impedance Learning for Robotic PolishingCode0
Improving DeFi Accessibility through Efficient Liquidity Provisioning with Deep Reinforcement Learning—0
A Federated Deep Learning Framework for Cell-Free RSMA Networks—0
An Empirical Study of Deep Reinforcement Learning in Continuing TasksCode0
A novel multi-agent dynamic portfolio optimization learning system based on hierarchical deep reinforcement learning—0
Deep Reinforcement Learning Optimized Intelligent Resource Allocation in Active RIS-Integrated TN-NTN Networks—0
Task Delay and Energy Consumption Minimization for Low-altitude MEC via Evolutionary Multi-objective Deep Reinforcement Learning—0
Real-Time Integrated Dispatching and Idle Fleet Steering with Deep Reinforcement Learning for A Meal Delivery Platform—0
A Practical Demonstration of DRL-Based Dynamic Resource Allocation xApp Using OpenAirInterface—0
CuRLA: Curriculum Learning Based Deep Reinforcement Learning for Autonomous Driving—0
TimeRL: Efficient Deep Reinforcement Learning with Polyhedral Dependence Graphs—0
Promoting Shared Energy Storage Aggregation among High Price-Tolerance Prosumer: An Incentive Deposit and Withdrawal Service—0
DRL-Based Medium-Term Planning of Renewable-Integrated Self-Scheduling Cascaded Hydropower to Guide Wholesale Market ParticipationCode0
HypeRL: Parameter-Informed Reinforcement Learning for Parametric PDEs—0
Neural DNF-MT: A Neuro-symbolic Approach for Learning Interpretable and Editable PoliciesCode0
Rethinking Adversarial Attacks in Reinforcement Learning from Policy Distribution Perspective—0
Representation Convergence: Mutual Distillation is Secretly a Form of RegularizationCode0
Multi-Satellite Beam Hopping and Power Allocation Using Deep Reinforcement Learning—0
BLAST: A Stealthy Backdoor Leverage Attack against Cooperative Multi-Agent Deep Reinforcement Learning based Systems—0
Evaluating Scenario-based Decision-making for Interactive Autonomous Driving Using Rational Criteria: A Survey—0
Deep Reinforcement Learning for Job Scheduling and Resource Management in Cloud Computing: An Algorithm-Level Review—0
Towards Intelligent Antenna Positioning: Leveraging DRL for FAS-Aided ISAC Systems—0
β-DQN: Improving Deep Q-Learning By Evolving the Behavior—0
Diversity Optimization for Travelling Salesman Problem via Deep Reinforcement LearningCode0
Stabilizing and Accelerating Autofocus with Expert Trajectory Regularized Deep Reinforcement Learning—0
Goal Recognition using Actor-Critic Optimization—0
Protein Structure Prediction in the 3D HP Model Using Deep Reinforcement Learning—0
Efficient and Scalable Deep Reinforcement Learning for Mean Field Control GamesCode0
Numerical solutions of fixed points in two-dimensional Kuramoto-Sivashinsky equation expedited by reinforcement learningCode0
Image Classification with Deep Reinforcement Active Learning—0
Adaptive Context-Aware Multi-Path Transmission Control for VR/AR Content: A Deep Reinforcement Learning Approach—0
From Ceilings to Walls: Universal Dynamic Perching of Small Aerial Robots on Surfaces with Variable Orientations—0
Preventive Energy Management for Distribution Systems Under Uncertain Events: A Deep Reinforcement Learning Approach—0
Mobile Robots through Task-Based Human Instructions using Incremental Curriculum Learning—0
Optimizing Fantasy Sports Team Selection with Deep Reinforcement Learning—0
Robustness Evaluation of Offline Reinforcement Learning for Robot Control Against Action Perturbations—0
RIS-Assisted Aerial Non-Terrestrial Networks: An Intelligent Synergy with Deep Reinforcement Learning—0
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