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Deep Reinforcement Learning

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Showing 651–700 of 5822 papers

TitleStatusHype
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
Simplex-enabled Safe Continual Learning Machine—0
Reinforcement-Learning-Enabled Beam Alignment for Water-Air Direct Optical Wireless Communications—0
Sparsifying Parametric Models with L0 RegularizationCode0
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
Solving Integrated Process Planning and Scheduling Problem via Graph Neural Network Based Deep Reinforcement LearningCode1
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
Efficient Camera Exposure Control for Visual Odometry via Deep Reinforcement LearningCode1
MAPF-GPT: Imitation Learning for Multi-Agent Pathfinding at ScaleCode2
Statistical QoS Provision in Business-Centric Networks—0
Comparison of Model Predictive Control and Proximal Policy Optimization for a 1-DOF Helicopter System—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
Control-Informed Reinforcement Learning for Chemical ProcessesCode1
Synesthesia of Machines (SoM)-Enhanced ISAC Precoding for Vehicular Networks with Double Dynamics—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
cc-DRL: a Convex Combined Deep Reinforcement Learning Flight Control Design for a Morphing Quadrotor—0
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
Hologram Reasoning for Solving Algebra Problems with Geometry DiagramsCode1
Efficient Exploration in Deep Reinforcement Learning: A Novel Bayesian Actor-Critic Algorithm—0
Physics-Aware Combinatorial Assembly Sequence Planning using Data-free Action MaskingCode0
Adaptive BESS and Grid Setpoints Optimization: A Model-Free Framework for Efficient Battery Management under Dynamic Tariff Pricing—0
Demystifying Reinforcement Learning in Production Scheduling via Explainable AI—0
DRL-Based Resource Allocation for Motion Blur Resistant Federated Self-Supervised Learning in IoVCode0
Gradient Reduction Convolutional Neural Network Policy for Financial Deep Reinforcement Learning—0
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning—0
BCR-DRL: Behavior- and Context-aware Reward for Deep Reinforcement Learning in Human-AI Coordination—0
Integrating Saliency Ranking and Reinforcement Learning for Enhanced Object DetectionCode1
Robust Deep Reinforcement Learning for Inverter-based Volt-Var Control in Partially Observable Distribution Networks—0
Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning—0
Residual Deep Reinforcement Learning for Inverter-based Volt-Var Control—0
Wireless MAC Protocol Synthesis and Optimization with Multi-Agent Distributed Reinforcement Learning—0
DeepAir: A Multi-Agent Deep Reinforcement Learning Based Scheme for an Unknown User Location Problem—0
Mitigating Metropolitan Carbon Emissions with Dynamic Eco-driving at Scale—0
Goal-Oriented UAV Communication Design and Optimization for Target Tracking: A MachineLearning Approach—0
Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization—0
Model-Based Transfer Learning for Contextual Reinforcement LearningCode1
Deep Reinforcement Learning for the Design of Metamaterial Mechanisms with Functional Compliance Control—0
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