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Deep Reinforcement Learning

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Showing 1801–1850 of 5822 papers

TitleStatusHype
Joint Intrinsic Motivation for Coordinated Exploration in Multi-Agent Deep Reinforcement LearningCode0
Reinforcement Learning with Ensemble Model Predictive Safety CertificationCode0
Collaborative Deep Reinforcement Learning for Resource Optimization in Non-Terrestrial Networks—0
Deep Reinforcement Learning for Picker Routing Problem in Warehousing—0
DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment DesignCode0
Frugal Actor-Critic: Sample Efficient Off-Policy Deep Reinforcement Learning Using Unique Experiences—0
Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach—0
Interference-Aware Emergent Random Access Protocol for Downlink LEO Satellite Networks—0
A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control—0
Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things—0
Integrating DeepRL with Robust Low-Level Control in Robotic Manipulators for Non-Repetitive Reaching Tasks—0
Learning the Market: Sentiment-Based Ensemble Trading Agents—0
DRL-Based Dynamic Channel Access and SCLAR Maximization for Networks Under Jamming—0
Parametric-Task MAP-Elites—0
AlphaRank: An Artificial Intelligence Approach for Ranking and Selection Problems—0
Neural Policy Style Transfer—0
Vertical Symbolic Regression via Deep Policy GradientCode0
RadDQN: a Deep Q Learning-based Architecture for Finding Time-efficient Minimum Radiation Exposure PathwayCode0
Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning—0
A Reinforcement Learning Based Controller to Minimize Forces on the Crutches of a Lower-Limb Exoskeleton—0
Circuit Partitioning for Multi-Core Quantum Architectures with Deep Reinforcement Learning—0
Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control—0
A Deep Q-Network Based on Radial Basis Functions for Multi-Echelon Inventory Management—0
Deep Reinforcement Learning for Voltage Control and Renewable Accommodation Using Spatial-Temporal Graph Information—0
Effective Communication with Dynamic Feature CompressionCode0
Attentive Convolutional Deep Reinforcement Learning for Optimizing Solar-Storage Systems in Real-Time Electricity Markets—0
Autonomous Vehicle Patrolling Through Deep Reinforcement Learning: Learning to Communicate and Cooperate—0
Tacit algorithmic collusion in deep reinforcement learning guided price competition: A study using EV charge pricing game—0
Traffic Learning and Proactive UAV Trajectory Planning for Data Uplink in Markovian IoT Models—0
Introducing PetriRL: An Innovative Framework for JSSP Resolution Integrating Petri nets and Event-based Reinforcement Learning—0
Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control—0
Deep Learning Based Simulators for the Phosphorus Removal Process Control in Wastewater Treatment via Deep Reinforcement Learning Algorithms—0
Viewport Prediction, Bitrate Selection, and Beamforming Design for THz-Enabled 360° Video Streaming—0
Multi-agent deep reinforcement learning with centralized training and decentralized execution for transportation infrastructure management—0
Efficient and Generalized end-to-end Autonomous Driving System with Latent Deep Reinforcement Learning and Demonstrations—0
Multi-Agent Dynamic Relational Reasoning for Social Robot Navigation—0
Fast and Scalable Network Slicing by Integrating Deep Learning with Lagrangian Methods—0
Asynchronous Parallel Reinforcement Learning for Optimizing Propulsive Performance in Fin Ray ControlCode0
MADRL-based UAVs Trajectory Design with Anti-Collision Mechanism in Vehicular Networks—0
Constrained Reinforcement Learning for Adaptive Controller Synchronization in Distributed SDN—0
Deep Reinforcement Learning Empowered Activity-Aware Dynamic Health Monitoring Systems—0
Episodic Reinforcement Learning with Expanded State-reward Space—0
Tiny Multi-Agent DRL for Twins Migration in UAV Metaverses: A Multi-Leader Multi-Follower Stackelberg Game Approach—0
Traffic Smoothing Controllers for Autonomous Vehicles Using Deep Reinforcement Learning and Real-World Trajectory Data—0
Sharing Knowledge in Multi-Task Deep Reinforcement LearningCode0
Sum Throughput Maximization in Multi-BD Symbiotic Radio NOMA Network Assisted by Active-STAR-RIS—0
CycLight: learning traffic signal cooperation with a cycle-level strategy—0
CNN-DRL with Shuffled Features in Finance—0
Learned Best-Effort LLM Serving—0
Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selection—0
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