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Deep Reinforcement Learning

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TitleStatusHype
Deep reinforcement learning for process design: Review and perspective—0
Adaptive Tracking of a Single-Rigid-Body Character in Various Environments—0
CoverNav: Cover Following Navigation Planning in Unstructured Outdoor Environment with Deep Reinforcement Learning—0
Learning Team-Based Navigation: A Review of Deep Reinforcement Learning Techniques for Multi-Agent Pathfinding—0
A Comparison of Classical and Deep Reinforcement Learning Methods for HVAC Control—0
Commodities Trading through Deep Policy Gradient Methods—0
Adversarial Deep Reinforcement Learning for Cyber Security in Software Defined Networks—0
Heterogeneous 360 Degree Videos in Metaverse: Differentiated Reinforcement Learning Approaches—0
Deep Learning for Steganalysis of Diverse Data Types: A review of methods, taxonomy, challenges and future directions—0
Cooperative Multi-Type Multi-Agent Deep Reinforcement Learning for Resource Management in Space-Air-Ground Integrated Networks—0
Optimizing the switching operation in monoclonal antibody production: Economic MPC and reinforcement learning—0
Intelligence-Endogenous Management Platform for Computing and Network Convergence—0
A Safe DRL Method for Fast Solution of Real-Time Optimal Power Flow—0
Surrogate Empowered Sim2Real Transfer of Deep Reinforcement Learning for ORC Superheat Control—0
Vehicles Control: Collision Avoidance using Federated Deep Reinforcement Learning—0
Avoidance Navigation Based on Offline Pre-Training Reinforcement Learning—0
SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning AgentsCode0
Controlling the Solo12 Quadruped Robot with Deep Reinforcement Learning—0
Caching-at-STARS: the Next Generation Edge Caching—0
Multi-goal Audio-visual Navigation using Sound Direction Map—0
Deep Reinforcement Learning-Based Battery Conditioning Hierarchical V2G Coordination for Multi-Stakeholder Benefits—0
Target Search and Navigation in Heterogeneous Robot Systems with Deep Reinforcement Learning—0
Distributionally Robust Safety Filter for Learning-Based Control in Active Distribution Systems—0
Dynamic deep-reinforcement-learning algorithm in Partially Observed Markov Decision Processes—0
Autonomous Payload Thermal Control—0
An Ensemble Method of Deep Reinforcement Learning for Automated Cryptocurrency Trading—0
Evaluation of Safety Constraints in Autonomous Navigation with Deep Reinforcement Learning—0
Machine Learning-powered Pricing of the Multidimensional Passport OptionCode0
FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial MasksCode0
Deep Reinforcement Learning for Robust Goal-Based Wealth Management—0
Multi-UAV Speed Control with Collision Avoidance and Handover-aware Cell Association: DRL with Action Branching—0
QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum-Classical Neural Network—0
Active Control of Flow over Rotating Cylinder by Multiple Jets using Deep Reinforcement Learning—0
Emergence of Adaptive Circadian Rhythms in Deep Reinforcement LearningCode0
Deep Reinforcement Learning Based System for Intraoperative Hyperspectral Video Autofocusing—0
Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement LearningCode0
Adaptive Control of Resource Flow to Optimize Construction Work and Cash Flow via Online Deep Reinforcement Learning—0
A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones—0
Joint Service Caching, Communication and Computing Resource Allocation in Collaborative MEC Systems: A DRL-based Two-timescale Approach—0
Amortised Design Optimization for Item Response Theory—0
A Decision Making Framework for Recommended Maintenance of Road Segments—0
Robust Driving Policy Learning with Guided Meta Reinforcement Learning—0
Mining of Single-Class by Active Learning for Semantic Segmentation—0
IxDRL: A Novel Explainable Deep Reinforcement Learning Toolkit based on Analyses of InterestingnessCode0
A Novel Multiagent Flexibility Aggregation Framework—0
POMDP inference and robust solution via deep reinforcement learning: An application to railway optimal maintenanceCode0
Hybrid Control Policy for Artificial Pancreas via Ensemble Deep Reinforcement Learning—0
Deep reinforcement learning for the dynamic vehicle dispatching problem: An event-based approach—0
Aeolus Ocean -- A simulation environment for the autonomous COLREG-compliant navigation of Unmanned Surface Vehicles using Deep Reinforcement Learning and Maritime Object DetectionCode0
Sequential Experimental Design for X-Ray CT Using Deep Reinforcement LearningCode0
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