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Deep Reinforcement Learning

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Showing 901–950 of 5822 papers

TitleStatusHype
InterQ: A DQN Framework for Optimal Intermittent ControlCode0
Reinforcement Learning-Driven Plant-Wide Refinery Planning Using Model Decomposition—0
Neural Fidelity Calibration for Informative Sim-to-Real Adaptation—0
Near-Driven Autonomous Rover Navigation in Complex Environments: Extensions to Urban Search-and-Rescue and Industrial Inspection—0
Graph Based Deep Reinforcement Learning Aided by Transformers for Multi-Agent Cooperation—0
PROPEL: Supervised and Reinforcement Learning for Large-Scale Supply Chain Planning—0
Enhancing Player Enjoyment with a Two-Tier DRL and LLM-Based Agent System for Fighting Games—0
Deep Reinforcement Learning for Day-to-day Dynamic Tolling in Tradable Credit Schemes—0
Learning Joint Source-Channel Encoding in IRS-assisted Multi-User Semantic Communications—0
Neuron-level Balance between Stability and Plasticity in Deep Reinforcement Learning—0
Trust-Region Twisted Policy ImprovementCode0
Multi-Agent Deep Reinforcement Learning for Multiple Anesthetics Collaborative Control—0
Attention-Augmented Inverse Reinforcement Learning with Graph Convolutions for Multi-Agent Task Allocation—0
Physics-informed Modularized Neural Network for Advanced Building Control by Deep Reinforcement Learning—0
A Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic NetworksCode0
Deep Reinforcement Learning Algorithms for Option HedgingCode0
AI2STOW: End-to-End Deep Reinforcement Learning to Construct Master Stowage Plans under Demand UncertaintyCode0
Deliberate Planning of 3D Bin Packing on Packing Configuration Trees—0
Economic Battery Storage Dispatch with Deep Reinforcement Learning from Rule-Based Demonstrations—0
Generative Market Equilibrium Models with Stable Adversarial Learning via ReinforcementCode0
Learning Dual-Arm Coordination for Grasping Large Flat Objects—0
Autonomous state-space segmentation for Deep-RL sparse reward scenarios—0
Handover and SINR-Aware Path Optimization in 5G-UAV mmWave Communication using DRL—0
Improving log-based anomaly detection through learned adaptive filter—0
Deep Reinforcement Learning via Object-Centric AttentionCode0
CHARMS: A Cognitive Hierarchical Agent for Reasoning and Motion Stylization in Autonomous DrivingCode0
Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning—0
Resource Allocation for RIS-Assisted CoMP-NOMA Networks using Reinforcement Learning—0
Efficient and Sustainable Task Offloading in UAV-Assisted MEC Systems via Meta Deep Reinforcement Learning—0
Rack Position Optimization in Large-Scale Heterogeneous Data Centers—0
Nuclear Microreactor Control with Deep Reinforcement Learning—0
Predictive Traffic Rule Compliance using Reinforcement Learning—0
On the Mistaken Assumption of Interchangeable Deep Reinforcement Learning Implementations—0
State-Aware Perturbation Optimization for Robust Deep Reinforcement Learning—0
Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks—0
Multi-Agent Deep Reinforcement Learning for Safe Autonomous Driving with RICS-Assisted MEC—0
Continual Reinforcement Learning for HVAC Systems Control: Integrating Hypernetworks and Transfer LearningCode0
Adventurer: Exploration with BiGAN for Deep Reinforcement Learning—0
CAE: Repurposing the Critic as an Explorer in Deep Reinforcement Learning—0
Iterative Multi-Agent Reinforcement Learning: A Novel Approach Toward Real-World Multi-Echelon Inventory Optimization—0
Optimizing Navigation And Chemical Application in Precision Agriculture With Deep Reinforcement Learning And Conditional Action Tree—0
Bandwidth Reservation for Time-Critical Vehicular Applications: A Multi-Operator Environment—0
LaMOuR: Leveraging Language Models for Out-of-Distribution Recovery in Reinforcement Learning—0
Optimizing 2D+1 Packing in Constrained Environments Using Deep Reinforcement Learning—0
A New Segment Routing method with Swap Node Selection Strategy Based on Deep Reinforcement Learning for Software Defined Network—0
Active management of battery degradation in wireless sensor network using deep reinforcement learning for group battery replacement—0
Whenever, Wherever: Towards Orchestrating Crowd Simulations with Spatio-Temporal Spawn DynamicsCode0
Multi-Agent Actor-Critic with Harmonic Annealing Pruning for Dynamic Spectrum Access Systems—0
Application of linear regression method to the deep reinforcement learning in continuous action casesCode0
Deep Reinforcement Learning-based Video-Haptic Radio Resource Slicing in Tactile Internet—0
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