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Deep Reinforcement Learning

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Showing 1851–1900 of 5822 papers

TitleStatusHype
BET: Explaining Deep Reinforcement Learning through The Error-Prone Decisions—0
Open RAN LSTM Traffic Prediction and Slice Management using Deep Reinforcement Learning—0
AI-enabled Priority and Auction-Based Spectrum Management for 6G—0
Personalized Reinforcement Learning with a Budget of PoliciesCode0
A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based ApplicationsCode0
Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem—0
ReACT: Reinforcement Learning for Controller Parametrization using B-Spline Geometries—0
Modelling, Positioning, and Deep Reinforcement Learning Path Tracking Control of Scaled Robotic Vehicles: Design and Experimental Validation—0
Towards Safe Load Balancing based on Control Barrier Functions and Deep Reinforcement Learning—0
i-Rebalance: Personalized Vehicle Repositioning for Supply Demand Balance—0
Deep Reinforcement Multi-agent Learning framework for Information Gathering with Local Gaussian Processes for Water Monitoring—0
Fully Spiking Actor Network with Intra-layer Connections for Reinforcement Learning—0
Multi Objective Prioritized Workflow Scheduling Using Deep Reinforcement Based Learning in Cloud ComputingCode0
Deep Reinforcement Learning for Multi-Truck Vehicle Routing Problems with Multi-Leg Demand Routes—0
Learn Once Plan Arbitrarily (LOPA): Attention-Enhanced Deep Reinforcement Learning Method for Global Path Planning—0
Guiding drones by information gain—0
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement LearningCode0
Semi-supervised learning via DQN for log anomaly detection—0
Deep Reinforcement Learning for Local Path Following of an Autonomous Formula SAE Vehicle—0
Trajectory-Oriented Policy Optimization with Sparse Rewards—0
A Survey Analyzing Generalization in Deep Reinforcement Learning—0
OFDM-Based Digital Semantic Communication with Importance Awareness—0
Learning-based agricultural management in partially observable environments subject to climate variability—0
Reinforcement Learning for SAR View Angle Inversion with Differentiable SAR Renderer—0
Data Assimilation in Chaotic Systems Using Deep Reinforcement LearningCode0
Policy Optimization with Smooth Guidance Learned from State-Only Demonstrations—0
Contrastive learning-based agent modeling for deep reinforcement learning—0
HiBid: A Cross-Channel Constrained Bidding System with Budget Allocation by Hierarchical Offline Deep Reinforcement Learning—0
RL-LOGO: Deep Reinforcement Learning Localization for Logo Recognition—0
Adaptive trajectory-constrained exploration strategy for deep reinforcement learningCode0
Visual Spatial Attention and Proprioceptive Data-Driven Reinforcement Learning for Robust Peg-in-Hole Task Under Variable Conditions—0
Risk-anticipatory autonomous driving strategies considering vehicles' weights, based on hierarchical deep reinforcement learning—0
Adaptive Kalman-based hybrid car following strategy using TD3 and CACC—0
A Bayesian Framework of Deep Reinforcement Learning for Joint O-RAN/MEC Orchestration—0
Swap-based Deep Reinforcement Learning for Facility Location Problems in Networks—0
Deep Reinforcement Learning for Quantitative Trading—0
A Target Detection Algorithm in Traffic Scenes Based on Deep Reinforcement Learning—0
VAE for Modified 1-Hot Generative Materials Modeling, A Step Towards Inverse Material Design—0
DRL-Based Sidelobe Suppression for Multi-focus Reconfigurable Intelligent Surface—0
Multiagent Copilot Approach for Shared Autonomy between Human EEG and TD3 Deep Reinforcement Learning—0
Not All Tasks Are Equally Difficult: Multi-Task Deep Reinforcement Learning with Dynamic Depth RoutingCode0
An investigation of belief-free DRL and MCTS for inspection and maintenance planning—0
Modular Neural Network Policies for Learning In-Flight Object Catching with a Robot Hand-Arm System—0
Automatic Curriculum Learning with Gradient Reward Signals—0
Deep Reinforcement Learning Based Placement for Integrated Access Backhauling in UAV-Assisted Wireless Networks—0
PGN: A perturbation generation network against deep reinforcement learning—0
Dynamic Fairness-Aware Spectrum Auction for Enhanced Licensed Shared Access in 6G Networks—0
Neural Network Approximation for Pessimistic Offline Reinforcement Learning—0
Rapid Open-World Adaptation by Adaptation Principles Learning—0
Active search and coverage using point-cloud reinforcement learning—0
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