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Deep Reinforcement Learning

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Showing 1351–1400 of 5822 papers

TitleStatusHype
Deep Reinforcement Learning-based Obstacle Avoidance for Robot Movement in Warehouse Environments—0
SPformer: A Transformer Based DRL Decision Making Method for Connected Automated Vehicles—0
UAV-Enabled Data Collection for IoT Networks via Rainbow Learning—0
Optimizing Job Shop Scheduling in the Furniture Industry: A Reinforcement Learning Approach Considering Machine Setup, Batch Variability, and Intralogistics—0
Synthesizing Evolving Symbolic Representations for Autonomous SystemsCode0
Automating proton PBS treatment planning for head and neck cancers using policy gradient-based deep reinforcement learning—0
SHIRE: Enhancing Sample Efficiency using Human Intuition in REinforcement Learning—0
Audio-Driven Reinforcement Learning for Head-Orientation in Naturalistic EnvironmentsCode0
Disentangling Uncertainty for Safe Social Navigation using Deep Reinforcement Learning—0
Deep reinforcement learning for tracking a moving target in jellyfish-like swimming—0
OIDM: An Observability-based Intelligent Distributed Edge Sensing Method for Industrial Cyber-Physical Systems—0
Design Optimization of Nuclear Fusion Reactor through Deep Reinforcement LearningCode0
A Spatiotemporal Stealthy Backdoor Attack against Cooperative Multi-Agent Deep Reinforcement Learning—0
Towards Opinion Shaping: A Deep Reinforcement Learning Approach in Bot-User Interactions—0
Multi-Model based Federated Learning Against Model Poisoning Attack: A Deep Learning Based Model Selection for MEC Systems—0
Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks—0
Double Successive Over-Relaxation Q-Learning with an Extension to Deep Reinforcement LearningCode0
State-Novelty Guided Action Persistence in Deep Reinforcement Learning—0
Semifactual Explanations for Reinforcement LearningCode0
QuantFactor REINFORCE: Mining Steady Formulaic Alpha Factors with Variance-bounded REINFORCE—0
Soft Actor-Critic with Beta Policy via Implicit Reparameterization GradientsCode0
Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy ChurnCode0
Sparsifying Parametric Models with L0 RegularizationCode0
Reinforcement-Learning-Enabled Beam Alignment for Water-Air Direct Optical Wireless Communications—0
Simplex-enabled Safe Continual Learning Machine—0
Decision Transformer for Enhancing Neural Local Search on the Job Shop Scheduling Problem—0
A Deep Reinforcement Learning Framework For Financial Portfolio ManagementCode0
AI Olympics challenge with Evolutionary Soft Actor CriticCode0
Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach—0
Generalized Multi-hop Traffic Pressure for Heterogeneous Traffic Perimeter Control—0
AgGym: An agricultural biotic stress simulation environment for ultra-precision management planningCode0
Comparison of Model Predictive Control and Proximal Policy Optimization for a 1-DOF Helicopter System—0
Statistical QoS Provision in Business-Centric Networks—0
MA-CDMR: An Intelligent Cross-domain Multicast Routing Method based on Multiagent Deep Reinforcement Learning in Multi-domain SDWN—0
Earth Observation Satellite Scheduling with Graph Neural Networks—0
Model-Based Reinforcement Learning for Control of Strongly-Disturbed Unsteady Aerodynamic Flows—0
Robot Navigation with Entity-Based Collision Avoidance using Deep Reinforcement Learning—0
Multi-Agent Target Assignment and Path Finding for Intelligent Warehouse: A Cooperative Multi-Agent Deep Reinforcement Learning Perspective—0
Synesthesia of Machines (SoM)-Enhanced ISAC Precoding for Vehicular Networks with Double Dynamics—0
cc-DRL: a Convex Combined Deep Reinforcement Learning Flight Control Design for a Morphing Quadrotor—0
Localized Observation Abstraction Using Piecewise Linear Spatial Decay for Reinforcement Learning in Combat Simulations—0
DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time EstimationCode0
Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis—0
Fast State Stabilization using Deep Reinforcement Learning for Measurement-based Quantum Feedback Control—0
Using Part-based Representations for Explainable Deep Reinforcement Learning—0
Efficient Exploration in Deep Reinforcement Learning: A Novel Bayesian Actor-Critic Algorithm—0
Adaptive BESS and Grid Setpoints Optimization: A Model-Free Framework for Efficient Battery Management under Dynamic Tariff Pricing—0
Physics-Aware Combinatorial Assembly Sequence Planning using Data-free Action MaskingCode0
Demystifying Reinforcement Learning in Production Scheduling via Explainable AI—0
DRL-Based Resource Allocation for Motion Blur Resistant Federated Self-Supervised Learning in IoVCode0
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