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Deep Reinforcement Learning

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TitleStatusHype
Direct Random Search for Fine Tuning of Deep Reinforcement Learning PoliciesCode0
Multi-agent deep reinforcement learning (MADRL) meets multi-user MIMO systems—0
Optimizing a domestic battery and solar photovoltaic system with deep reinforcement learning—0
Deep Reinforcement Learning for room temperature control: a black-box pipeline from data to policiesCode0
Deep Reinforcement Learning for Equal Risk Pricing and Hedging under Dynamic Expectile Risk Measures—0
DAN: Decentralized Attention-based Neural Network for the MinMax Multiple Traveling Salesman Problem—0
A Deep Reinforcement Learning Approach for Online Parcel Assignment—0
A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions—0
Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning—0
Hindsight Reward Tweaking via Conditional Deep Reinforcement Learning—0
Temporal Shift Reinforcement LearningCode0
Soft Hierarchical Graph Recurrent Networks for Many-Agent Partially Observable Environments—0
An Exploration of Deep Learning Methods in Hungry GeeseCode0
Reinforcement Learning for Battery Energy Storage Dispatch augmented with Model-based Optimizer—0
Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge DistillationCode0
Communication-Computation Efficient Device-Edge Co-Inference via AutoML—0
Investigating Vulnerabilities of Deep Neural Policies—0
Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay—0
A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning—0
DASHA: Decentralized Autofocusing System with Hierarchical AgentsCode0
Autonomous Curiosity for Real-Time Training Onboard Robotic Agents—0
Accelerating Serverless Computing by Harvesting Idle Resources—0
WAD: A Deep Reinforcement Learning Agent for Urban Autonomous Driving—0
Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information—0
Deep Reinforcement Learning for Dynamic Band Switch in Cellular-Connected UAV—0
Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey—0
Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning—0
No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees—0
Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation—0
A Reinforcement Learning Approach for GNSS Spoofing Attack Detection of Autonomous Vehicles—0
Explainable Deep Reinforcement Learning Using Introspection in a Non-episodic Task—0
Optimal Placement of Public Electric Vehicle Charging Stations Using Deep Reinforcement Learning—0
Neural-to-Tree Policy Distillation with Policy Improvement Criterion—0
Optimal Scheduling of Isolated Microgrids Using Automated Reinforcement Learning-based Multi-period Forecasting—0
A Microscopic Pandemic Simulator for Pandemic Prediction Using Scalable Million-Agent Reinforcement Learning—0
Reinforcement Learning for Robot Navigation with Adaptive Forward Simulation Time (AFST) in a Semi-Markov ModelCode0
Does Explicit Prediction Matter in Deep Reinforcement Learning-Based Energy Management?—0
DQ-GAT: Towards Safe and Efficient Autonomous Driving with Deep Q-Learning and Graph Attention Networks—0
High Quality Related Search Query Suggestions using Deep Reinforcement Learning—0
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey—0
A Survey on Deep Reinforcement Learning for Data Processing and Analytics—0
A Study on Dense and Sparse (Visual) Rewards in Robot Policy Learning—0
Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications—0
RIS-assisted UAV Communications for IoT with Wireless Power Transfer Using Deep Reinforcement Learning—0
Learning to Design and Construct Bridge without Blueprint—0
Deep Reinforcement Learning for Continuous Docking Control of Autonomous Underwater Vehicles: A Benchmarking Study—0
DRL-based Slice Placement Under Non-Stationary Conditions—0
On the Robustness of Controlled Deep Reinforcement Learning for Slice Placement—0
Ensemble Consensus-based Representation Deep Reinforcement Learning for Hybrid FSO/RF Communication Systems—0
High Performance Across Two Atari Paddle Games Using the Same Perceptual Control Architecture Without Training—0
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