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Deep Reinforcement Learning

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TitleStatusHype
A SUMO Framework for Deep Reinforcement Learning Experiments Solving Electric Vehicle Charging Dispatching Problem—0
A Deep Reinforcement Learning Strategy for UAV Autonomous Landing on a Platform—0
Distilling Deep RL Models Into Interpretable Neuro-Fuzzy Systems—0
Energy Management of Multi-mode Hybrid Electric Vehicles based on Hand-shaking Multi-agent Learning—0
Improving Assistive Robotics with Deep Reinforcement Learning—0
Prediction Based Decision Making for Autonomous Highway Driving—0
Model-Free Deep Reinforcement Learning in Software-Defined Networks—0
Statistical CSI-based Beamforming for RIS-Aided Multiuser MISO Systems using Deep Reinforcement Learning—0
Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning—0
Deep reinforcement learning for quantum multiparameter estimation—0
MetaTrader: An Reinforcement Learning Approach Integrating Diverse Policies for Portfolio Optimization—0
Systems Theoretic Process Analysis of a Run Time Assured Neural Network Control System—0
Deep Reinforcement Learning for Uplink Multi-Carrier Non-Orthogonal Multiple Access Resource Allocation Using Buffer State Information—0
Digital Twin Assisted Risk-Aware Sleep Mode Management Using Deep Q-Networks—0
Boosting 5G on Smart Grid Communication: A Smart RAN Slicing Approach—0
A further exploration of deep Multi-Agent Reinforcement Learning with Hybrid Action Space—0
Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in O-RAN—0
Distributed Ensembles of Reinforcement Learning Agents for Electricity Control—0
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning—0
Unsupervised Representation Learning in Deep Reinforcement Learning: A ReviewCode0
Object Goal Navigation using Data Regularized Q-Learning—0
Visual processing in context of reinforcement learning—0
Battery and Hydrogen Energy Storage Control in a Smart Energy Network with Flexible Energy Demand using Deep Reinforcement Learning—0
Exploiting Deep Reinforcement Learning for Edge Caching in Cell-Free Massive MIMO Systems—0
Importance Prioritized Policy DistillationCode0
A Comparison of Reinforcement Learning Frameworks for Software Testing TasksCode0
What deep reinforcement learning tells us about human motor learning and vice-versa—0
An intelligent algorithmic trading based on a risk-return reinforcement learning algorithm—0
Development of a CAV-based Intersection Control System and Corridor Level Impact Assessment—0
A Risk-Sensitive Approach to Policy OptimizationCode0
Entropy Augmented Reinforcement Learning—0
A Review of Uncertainty for Deep Reinforcement Learning—0
Explainable Reinforcement Learning on Financial Stock Trading using SHAP—0
Autonomous Resource Management in Construction Companies Using Deep Reinforcement Learning Based on IoT—0
Artificial Intelligence Empowered Multiple Access for Ultra Reliable and Low Latency THz Wireless Networks—0
Generative Thermal Design Through Boundary Representation and Multi-Agent Cooperative Environment—0
Hybrid UAV-enabled Secure Offloading via Deep Reinforcement Learning—0
A Deep Reinforcement Learning-based Adaptive Charging Policy for Wireless Rechargeable Sensor Networks—0
Deep Reinforcement Learning for RIS-Assisted FD Systems: Single or Distributed RIS?—0
Trustworthy Federated Learning via Blockchain—0
Multi-Agent Reinforcement Learning with Graph Convolutional Neural Networks for optimal Bidding Strategies of Generation Units in Electricity Markets—0
Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning based Recommendation—0
Fairness Based Energy-Efficient 3D Path Planning of a Portable Access Point: A Deep Reinforcement Learning Approach—0
Learning-Based Client Selection for Federated Learning Services Over Wireless Networks with Constrained Monetary Budgets—0
Maximum Correntropy Value Decomposition for Multi-agent Deep Reinforcemen Learning—0
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning—0
DL-DRL: A double-level deep reinforcement learning approach for large-scale task scheduling of multi-UAV—0
Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework—0
Joint Sensing and Communications for Deep Reinforcement Learning-based Beam Management in 6G—0
Chemotaxis of sea urchin sperm cells through deep reinforcement learning—0
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