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Deep Reinforcement Learning

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Showing 2001–2050 of 5822 papers

TitleStatusHype
Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter—0
Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach—0
Curriculum-based Deep Reinforcement Learning for Quantum Control—0
CuRLA: Curriculum Learning Based Deep Reinforcement Learning for Autonomous Driving—0
A Scalable Finite Difference Method for Deep Reinforcement Learning—0
Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning—0
Double Deep Reinforcement Learning Techniques for Low Dimensional Sensing Mapless Navigation of Terrestrial Mobile Robots—0
Detecting Worst-case Corruptions via Loss Landscape Curvature in Deep Reinforcement Learning—0
Deterministic and Stochastic Analysis of Deep Reinforcement Learning for Low Dimensional Sensing-based Navigation of Mobile Robots—0
CaT: Constraints as Terminations for Legged Locomotion Reinforcement Learning—0
Curious Meta-Controller: Adaptive Alternation between Model-Based and Model-Free Control in Deep Reinforcement Learning—0
An Energy-Saving Snake Locomotion Gait Policy Obtained Using Deep Reinforcement Learning—0
A Scalable Deep Reinforcement Learning Model for Online Scheduling Coflows of Multi-Stage Jobs for High Performance Computing—0
Curiosity-Driven Recommendation Strategy for Adaptive Learning via Deep Reinforcement Learning—0
Developing, Evaluating and Scaling Learning Agents in Multi-Agent Environments—0
Developing Multi-Task Recommendations with Long-Term Rewards via Policy Distilled Reinforcement Learning—0
Curiosity-driven Exploration in Sparse-reward Multi-agent Reinforcement Learning—0
Development and Validation of an AI-Driven Model for the La Rance Tidal Barrage: A Generalisable Case Study—0
Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation—0
Development of a Soft Actor Critic Deep Reinforcement Learning Approach for Harnessing Energy Flexibility in a Large Office Building—0
Development of collective behavior in newborn artificial agents—0
Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things—0
BSAC-CoEx: Coexistence of URLLC and Distributed Learning Services via Device Selection—0
cc-DRL: a Convex Combined Deep Reinforcement Learning Flight Control Design for a Morphing Quadrotor—0
DexPBT: Scaling up Dexterous Manipulation for Hand-Arm Systems with Population Based Training—0
Dexterous Legged Locomotion in Confined 3D Spaces with Reinforcement Learning—0
Curiosity-driven Exploration for Mapless Navigation with Deep Reinforcement Learning—0
ASAP: Learning Generalizable Online Bin Packing via Adaptive Selection After Pruning—0
Cell Selection with Deep Reinforcement Learning in Sparse Mobile Crowdsensing—0
CUER: Corrected Uniform Experience Replay for Off-Policy Continuous Deep Reinforcement Learning Algorithms—0
DexVIP: Learning Dexterous Grasping with Human Hand Pose Priors from Video—0
A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control—0
Diagnosing and exploiting the computational demands of videos games for deep reinforcement learning—0
CEM-RL: Combining evolutionary and gradient-based methods for policy search—0
Diagnosing Reinforcement Learning for Traffic Signal Control—0
Adversarial Deep Reinforcement Learning for Cyber Security in Software Defined Networks—0
Diff-DAC: Distributed Actor-Critic for Average Multitask Deep Reinforcement Learning—0
Double A3C: Deep Reinforcement Learning on OpenAI Gym Games—0
Centralizing State-Values in Dueling Networks for Multi-Robot Reinforcement Learning Mapless Navigation—0
Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning—0
Diffusion Model Based Resource Allocation Strategy in Ultra-Reliable Wireless Networked Control Systems—0
Digital Twin-Assisted Collaborative Transcoding for Better User Satisfaction in Live Streaming—0
Digital Twin Assisted Deep Reinforcement Learning for Online Admission Control in Sliced Network—0
Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing—0
Digital Twin Assisted Risk-Aware Sleep Mode Management Using Deep Q-Networks—0
Digital Twin Synchronization: Bridging the Sim-RL Agent to a Real-Time Robotic Additive Manufacturing Control—0
Doubly-Dynamic ISAC Precoding for Vehicular Networks: A Constrained Deep Reinforcement Learning (CDRL) Approach—0
CT-DQN: Control-Tutored Deep Reinforcement Learning—0
A Safe DRL Method for Fast Solution of Real-Time Optimal Power Flow—0
CSAOT: Cooperative Multi-Agent System for Active Object Tracking—0
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