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Deep Reinforcement Learning

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Showing 151–200 of 5822 papers

TitleStatusHype
Reinforcement Learning-Driven Plant-Wide Refinery Planning Using Model Decomposition—0
Graph Based Deep Reinforcement Learning Aided by Transformers for Multi-Agent Cooperation—0
Deep Reinforcement Learning for Day-to-day Dynamic Tolling in Tradable Credit Schemes—0
Enhancing Player Enjoyment with a Two-Tier DRL and LLM-Based Agent System for Fighting Games—0
PROPEL: Supervised and Reinforcement Learning for Large-Scale Supply Chain Planning—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
Attention-Augmented Inverse Reinforcement Learning with Graph Convolutions for Multi-Agent Task Allocation—0
Multi-Agent Deep Reinforcement Learning for Multiple Anesthetics Collaborative Control—0
Physics-informed Modularized Neural Network for Advanced Building Control by Deep Reinforcement Learning—0
Deep Reinforcement Learning Algorithms for Option HedgingCode0
A Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic NetworksCode0
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
Autonomous state-space segmentation for Deep-RL sparse reward scenarios—0
Learning Dual-Arm Coordination for Grasping Large Flat Objects—0
Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning—0
CHARMS: A Cognitive Hierarchical Agent for Reasoning and Motion Stylization in Autonomous DrivingCode0
Deep Reinforcement Learning via Object-Centric AttentionCode0
Improving log-based anomaly detection through learned adaptive filter—0
Handover and SINR-Aware Path Optimization in 5G-UAV mmWave Communication using DRL—0
Efficient and Sustainable Task Offloading in UAV-Assisted MEC Systems via Meta Deep Reinforcement Learning—0
Resource Allocation for RIS-Assisted CoMP-NOMA Networks using 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
Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks—0
State-Aware Perturbation Optimization for Robust Deep Reinforcement Learning—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
A New Segment Routing method with Swap Node Selection Strategy Based on Deep Reinforcement Learning for Software Defined Network—0
Optimizing 2D+1 Packing in Constrained Environments Using Deep Reinforcement Learning—0
LaMOuR: Leveraging Language Models for Out-of-Distribution Recovery in Reinforcement Learning—0
Whenever, Wherever: Towards Orchestrating Crowd Simulations with Spatio-Temporal Spawn DynamicsCode0
Active management of battery degradation in wireless sensor network using deep reinforcement learning for group battery replacement—0
Application of linear regression method to the deep reinforcement learning in continuous action casesCode0
Multi-Agent Actor-Critic with Harmonic Annealing Pruning for Dynamic Spectrum Access Systems—0
COLSON: Controllable Learning-Based Social Navigation via Diffusion-Based Reinforcement Learning—0
Deep Reinforcement Learning-based Video-Haptic Radio Resource Slicing in Tactile Internet—0
SafeSlice: Enabling SLA-Compliant O-RAN Slicing via Safe Deep Reinforcement Learning—0
EmoBipedNav: Emotion-aware Social Navigation for Bipedal Robots with Deep Reinforcement Learning—0
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