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Deep Reinforcement Learning

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TitleStatusHype
Co-Optimization of On-Ramp Merging and Plug-In Hybrid Electric Vehicle Power Split Using Deep Reinforcement Learning—0
Reinforcement Learning for Location-Aware Scheduling—0
Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization—0
Leveraging Reward Gradients For Reinforcement Learning in Differentiable Physics Simulations—0
Hierarchically Structured Scheduling and Execution of Tasks in a Multi-Agent Environment—0
Deep Reinforcement Learning based Model-free On-line Dynamic Multi-Microgrid Formation to Enhance Resilience—0
Offline Deep Reinforcement Learning for Dynamic Pricing of Consumer Credit—0
Cloud-Edge Training Architecture for Sim-to-Real Deep Reinforcement Learning—0
Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-Identification—0
Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model—0
Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman ProblemCode0
Keeping Minimal Experience to Achieve Efficient Interpretable Policy Distillation—0
Andes_gym: A Versatile Environment for Deep Reinforcement Learning in Power SystemsCode0
Imitation and Adaptation Based on Consistency: A Quadruped Robot Imitates Animals from Videos Using Deep Reinforcement Learning—0
Explaining a Deep Reinforcement Learning Docking Agent Using Linear Model Trees with User Adapted Visualization—0
Approximating a deep reinforcement learning docking agent using linear model trees—0
Developing a Chatbot system using Deep Learning based for Universities consultancyCode0
Hierarchical Multi-Agent DRL-Based Framework for Joint Multi-RAT Assignment and Dynamic Resource Allocation in Next-Generation HetNets—0
RL-PGO: Reinforcement Learning-based Planar Pose-Graph OptimizationCode0
Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning—0
Consolidated Adaptive T-soft Update for Deep Reinforcement Learning—0
Deep Reinforcement Learning-Based Joint Satellite Scheduling and Resource Allocation in Satellite-Terrestrial Integrated Networks—0
Quantum Deep Reinforcement Learning for Robot Navigation TasksCode0
Behaviour-Diverse Automatic Penetration Testing: A Curiosity-Driven Multi-Objective Deep Reinforcement Learning Approach—0
Multi-fidelity reinforcement learning framework for shape optimization—0
CCPT: Automatic Gameplay Testing and Validation with Curiosity-Conditioned Proximal Trajectories—0
Autonomous Warehouse Robot using Deep Q-Learning—0
Shaping Advice in Deep Reinforcement LearningCode0
Toward a Smart Resource Allocation Policy via Artificial Intelligence in 6G Networks: Centralized or Decentralized?—0
Retrieval-Augmented Reinforcement Learning—0
A Survey on Deep Reinforcement Learning-based Approaches for Adaptation and Generalization—0
Robust Reinforcement Learning via Genetic Curriculum—0
Deep Reinforcement Learning Based Multi-Access Edge Computing Schedule for Internet of Vehicle—0
Energy-Efficient Parking Analytics System using Deep Reinforcement LearningCode0
Autonomous Drone Swarm Navigation and Multi-target Tracking in 3D Environments with Dynamic Obstacles—0
Deep Reinforcement Learning and Convex Mean-Variance Optimisation for Portfolio Management—0
Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing—0
Abstraction for Deep Reinforcement Learning—0
Uncovering Instabilities in Variational-Quantum Deep Q-NetworksCode0
AI-based Robust Resource Allocation in End-to-End Network Slicing under Demand and CSI Uncertainties—0
Development and Validation of an AI-Driven Model for the La Rance Tidal Barrage: A Generalisable Case Study—0
Scenario-Assisted Deep Reinforcement Learning—0
Energy Management Based on Multi-Agent Deep Reinforcement Learning for A Multi-Energy Industrial Park—0
Robust, Deep, and Reinforcement Learning for Management of Communication and Power Networks—0
Local Explanations for Reinforcement Learning—0
Optimizing Warfarin Dosing using Deep Reinforcement LearningCode0
Soft Actor-Critic with Inhibitory Networks for Faster Retraining—0
Energy-Aware Edge Association for Cluster-based Personalized Federated Learning—0
Reinforcement learning for multi-item retrieval in the puzzle-based storage systemCode0
Malleable Agents for Re-Configurable Robotic Manipulators—0
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