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Deep Reinforcement Learning

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Showing 851–900 of 5822 papers

TitleStatusHype
A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access—0
Amortized Active Causal Induction with Deep Reinforcement Learning—0
6G Fresnel Spot Beamfocusing using Large-Scale Metasurfaces: A Distributed DRL-Based Approach—0
Amortised Design Optimization for Item Response Theory—0
A modular framework for stabilizing deep reinforcement learning control—0
Chance-Constrained Control with Lexicographic Deep Reinforcement Learning—0
A modular framework for automated evaluation of procedural content generation in serious games with deep reinforcement learning agents—0
A Decision Making Framework for Recommended Maintenance of Road Segments—0
A computational approach to visual ecology with deep reinforcement learning—0
A Microscopic Pandemic Simulator for Pandemic Prediction Using Scalable Million-Agent Reinforcement Learning—0
A Decentralized Pilot Assignment Algorithm for Scalable O-RAN Cell-Free Massive MIMO—0
Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy—0
Challenges of Applying Deep Reinforcement Learning in Dynamic Dispatching—0
Channel-wise Hessian Aware trace-Weighted Quantization of Neural Networks—0
Chaos-based reinforcement learning with TD3—0
Chemotaxis of sea urchin sperm cells through deep reinforcement learning—0
Cloud-based Federated Learning Framework for MRI Segmentation—0
A Memory Efficient Deep Reinforcement Learning Approach For Snake Game Autonomous Agents—0
Addressing Action Oscillations through Learning Policy Inertia—0
CEM-RL: Combining evolutionary and gradient-based methods for policy search—0
A Memetic Algorithm with Reinforcement Learning for Sociotechnical Production Scheduling—0
BCEdge: SLO-Aware DNN Inference Services with Adaptive Batching on Edge Platforms—0
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization—0
Centralizing State-Values in Dueling Networks for Multi-Robot Reinforcement Learning Mapless Navigation—0
A Markov Decision Process Model for Socio-Economic Systems Impacted by Climate Change—0
A Maintenance Planning Framework using Online and Offline Deep Reinforcement Learning—0
Multiagent Model-based Credit Assignment for Continuous Control—0
Cell Selection with Deep Reinforcement Learning in Sparse Mobile Crowdsensing—0
Bayesian Optimization Enhanced Deep Reinforcement Learning for Trajectory Planning and Network Formation in Multi-UAV Networks—0
Bayesian Controller Fusion: Leveraging Control Priors in Deep Reinforcement Learning for Robotics—0
A machine learning pipeline for autonomous numerical analytic continuation of Dyson-Schwinger equations—0
Battery Model Calibration with Deep Reinforcement Learning—0
Battery and Hydrogen Energy Storage Control in a Smart Energy Network with Flexible Energy Demand using Deep Reinforcement Learning—0
A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU—0
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems—0
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems—0
A Machine Learning Approach to Routing—0
β-DQN: Improving Deep Q-Learning By Evolving the Behavior—0
Adaptive Warm-Start MCTS in AlphaZero-like Deep Reinforcement Learning—0
Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning—0
A Memory-Based Reinforcement Learning Approach to Integrated Sensing and Communication—0
Program Machine Policy: Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines—0
Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management—0
Behavioral decision-making for urban autonomous driving in the presence of pedestrians using Deep Recurrent Q-Network—0
Behaviorally Diverse Traffic Simulation via Reinforcement Learning—0
A Meta-Reinforcement Learning Approach to Process Control—0
Behavior Imitation for Manipulator Control and Grasping with Deep Reinforcement Learning—0
Behaviour-conditioned policies for cooperative reinforcement learning tasks—0
Behaviour-Diverse Automatic Penetration Testing: A Curiosity-Driven Multi-Objective Deep Reinforcement Learning Approach—0
Certified Adversarial Robustness for Deep Reinforcement Learning—0
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