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Deep Reinforcement Learning

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Showing 751–800 of 5822 papers

TitleStatusHype
Green Resource Allocation in Cloud-Native O-RAN Enabled Small Cell Networks—0
DRL-based Joint Resource Scheduling of eMBB and URLLC in O-RAN—0
Satisficing Exploration for Deep Reinforcement Learning—0
DynSyn: Dynamical Synergistic Representation for Efficient Learning and Control in Overactuated Embodied Systems—0
Deep Learning-Based Operators for Evolutionary Algorithms—0
SOC-Boundary and Battery Aging Aware Hierarchical Coordination of Multiple EV Aggregates Among Multi-stakeholders with Multi-Agent Constrained Deep Reinforcement Learning—0
Deep reinforcement learning with symmetric data augmentation applied for aircraft lateral attitude tracking control—0
Model-free Distortion Canceling and Control of Quantum Devices—0
PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization—0
Joint Optimization of Age of Information and Energy Consumption in NR-V2X System based on Deep Reinforcement LearningCode1
Distributed Deep Reinforcement Learning Based Gradient Quantization for Federated Learning Enabled Vehicle Edge Computing—0
Leveraging LLMs to explain DRL decisions for transparent 6G network slicing—0
Advancements in Recommender Systems: A Comprehensive Analysis Based on Data, Algorithms, and Evaluation—0
Deep Reinforcement Learning for Sequential Combinatorial AuctionsCode0
Resource Allocation for Twin Maintenance and Computing Task Processing in Digital Twin Vehicular Edge Computing NetworkCode1
CM-DQN: A Value-Based Deep Reinforcement Learning Model to Simulate Confirmation BiasCode0
Graph Neural Networks and Deep Reinforcement Learning Based Resource Allocation for V2X CommunicationsCode2
Safe and Reliable Training of Learning-Based Aerospace ControllersCode0
Energy Efficient Fair STAR-RIS for Mobile Users—0
Economic span selection of bridge based on deep reinforcement learningCode0
An open source Multi-Agent Deep Reinforcement Learning Routing Simulator for satellite networks—0
FedMRL: Data Heterogeneity Aware Federated Multi-agent Deep Reinforcement Learning for Medical ImagingCode0
Wastewater Treatment Plant Data for Nutrient Removal System—0
A Novel Bifurcation Method for Observation Perturbation Attacks on Reinforcement Learning Agents: Load Altering Attacks on a Cyber Physical Power System—0
Hybrid-Generative Diffusion Models for Attack-Oriented Twin Migration in Vehicular Metaverses—0
Question Answering with Texts and Tables through Deep Reinforcement Learning—0
The Impact of Quantization and Pruning on Deep Reinforcement Learning Models—0
Multi-Time Scale Service Caching and Pricing in MEC Systems with Dynamic Program Popularity—0
Multi-Task Decision-Making for Multi-User 360 Video Processing over Wireless Networks—0
A Role of Environmental Complexity on Representation Learning in Deep Reinforcement Learning Agents—0
Hierarchical Decoupling Capacitor Optimization for Power Distribution Network of 2.5D ICs with Co-Analysis of Frequency and Time Domains Based on Deep Reinforcement Learning—0
Adaptive Autopilot: Constrained DRL for Diverse Driving Behaviors—0
Safety-Driven Deep Reinforcement Learning Framework for Cobots: A Sim2Real ApproachCode2
Evolutionary Morphology Towards Overconstrained Locomotion via Large-Scale, Multi-Terrain Deep Reinforcement Learning—0
Let Hybrid A* Path Planner Obey Traffic Rules: A Deep Reinforcement Learning-Based Planning Framework—0
Hybrid RAG-empowered Multi-modal LLM for Secure Data Management in Internet of Medical Things: A Diffusion-based Contract Approach—0
Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement LearningCode0
Deep Reinforcement Learning for Adverse Garage Scenario Generation—0
Normalization and effective learning rates in reinforcement learning—0
A Deep Reinforcement Learning Approach to Battery Management in Dairy Farming via Proximal Policy Optimization—0
Exploring a Physics-Informed Decision Transformer for Distribution System Restoration: Methodology and Performance Analysis—0
Deep Reinforcement Learning Strategies in Finance: Insights into Asset Holding, Trading Behavior, and Purchase Diversity—0
Tradeoffs When Considering Deep Reinforcement Learning for Contingency Management in Advanced Air Mobility—0
Autonomous Control of a Novel Closed Chain Five Bar Active Suspension via Deep Reinforcement Learning—0
Efficient World Models with Context-Aware TokenizationCode2
Breaking the Barrier: Enhanced Utility and Robustness in Smoothed DRL AgentsCode0
Combining Automated Optimisation of Hyperparameters and Reward ShapeCode0
Mixture of Experts in a Mixture of RL settings—0
Performance Comparison of Deep RL Algorithms for Mixed Traffic Cooperative Lane-Changing—0
On the consistency of hyper-parameter selection in value-based deep reinforcement learningCode0
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