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Deep Reinforcement Learning

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TitleStatusHype
COLSON: Controllable Learning-Based Social Navigation via Diffusion-Based Reinforcement Learning—0
SafeSlice: Enabling SLA-Compliant O-RAN Slicing via Safe Deep Reinforcement Learning—0
EmoBipedNav: Emotion-aware Social Navigation for Bipedal Robots with Deep Reinforcement Learning—0
IPCGRL: Language-Instructed Reinforcement Learning for Procedural Level GenerationCode0
Movable Cell-Free Massive MIMO For High-Speed Train Communications: A PPO-Based Antenna Position Optimization—0
Adaptive Torque Control of Exoskeletons under Spasticity Conditions via Reinforcement Learning—0
Low-cost Real-world Implementation of the Swing-up Pendulum for Deep Reinforcement Learning Experiments—0
Training Directional Locomotion for Quadrupedal Low-Cost Robotic Systems via Deep Reinforcement Learning—0
Exploring Competitive and Collusive Behaviors in Algorithmic Pricing with Deep Reinforcement Learning—0
A nonlinear real time capable motion cueing algorithm based on deep reinforcement learning—0
A Deep Reinforcement Learning Approach to Automated Stock Trading, using xLSTM Networks—0
Unified Locomotion Transformer with Simultaneous Sim-to-Real Transfer for Quadrupeds—0
Rule-Guided Reinforcement Learning Policy Evaluation and Improvement—0
Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning—0
Balancing SoC in Battery Cells using Safe Action Perturbations—0
Mobility-aware Seamless Service Migration and Resource Allocation in Multi-edge IoV SystemsCode0
Cost-Effective Design of Grid-tied Community Microgrid—0
AI-driven control of bioelectric signalling for real-time topological reorganization of cells—0
Research and Design on Intelligent Recognition of Unordered Targets for Robots Based on Reinforcement Learning—0
Intelligent Spectrum Sharing in Integrated TN-NTNs: A Hierarchical Deep Reinforcement Learning Approach—0
Pull-Based Query Scheduling for Goal-Oriented Semantic Communication—0
ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning—0
Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation—0
Impoola: The Power of Average Pooling for Image-Based Deep Reinforcement Learning—0
Can We Optimize Deep RL Policy Weights as Trajectory Modeling?—0
Multi-Agent Inverse Q-Learning from Demonstrations—0
AOLO: Analysis and Optimization For Low-Carbon Oriented Wireless Large Language Model Services—0
PALo: Learning Posture-Aware Locomotion for Quadruped Robots—0
Less is more? Rewards in RL for Cyber Defence—0
Experience Replay with Random ReshufflingCode0
Koopman-Based Generalization of Deep Reinforcement Learning With Application to Wireless Communications—0
An energy-efficient learning solution for the Agile Earth Observation Satellite Scheduling Problem—0
Multi-Agent Reinforcement Learning with Long-Term Performance Objectives for Service Workforce Optimization—0
The Role of Deep Learning in Financial Asset Management: A Systematic Review—0
Stone Soup Multi-Target Tracking Feature Extraction For Autonomous Search And Track In Deep Reinforcement Learning Environment—0
Deep Reinforcement Learning-Based User Association in Hybrid LiFi/WiFi Indoor Networks—0
Spiking World Model with Multi-Compartment Neurons for Model-based Reinforcement Learning—0
Traffic Priority-Aware 5G NR-U/Wi-Fi Coexistence with Deep Reinforcement Learning—0
Shaping Laser Pulses with Reinforcement Learning—0
PINN-DT: Optimizing Energy Consumption in Smart Building Using Hybrid Physics-Informed Neural Networks and Digital Twin Framework with Blockchain Security—0
Hierarchical and Modular Network on Non-prehensile Manipulation in General Environments—0
Robust Deterministic Policy Gradient for Disturbance Attenuation and Its Application to Quadrotor Control—0
Deep Reinforcement Learning based Autonomous Decision-Making for Cooperative UAVs: A Search and Rescue Real World Application—0
Highly Parallelized Reinforcement Learning Training with Relaxed Assignment DependenciesCode0
A Generative Model Enhanced Multi-Agent Reinforcement Learning Method for Electric Vehicle Charging Navigation—0
Improving the Efficiency of a Deep Reinforcement Learning-Based Power Management System for HPC Clusters Using Curriculum Learning—0
DRL-Based Secure Spectrum-Reuse D2D Communications with RIS Assistance—0
A Multi-Agent DRL-Based Framework for Optimal Resource Allocation and Twin Migration in the Multi-Tier Vehicular Metaverse—0
Research on Edge Computing and Cloud Collaborative Resource Scheduling Optimization Based on Deep Reinforcement Learning—0
Recurrent Auto-Encoders for Enhanced Deep Reinforcement Learning in Wilderness Search and Rescue Planning—0
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