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Deep Reinforcement Learning

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Showing 1051–1100 of 5822 papers

TitleStatusHype
Learning to Solve Job Shop Scheduling under UncertaintyCode2
Towards Fair and Efficient Learning-based Congestion ControlCode0
Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution—0
Twisting Lids Off with Two Hands—0
Iterated Q-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning—0
Cross Domain Policy Transfer with Effect Cycle-Consistency—0
A Holistic Power Optimization Approach for Microgrid Control Based on Deep Reinforcement LearningCode1
Robustifying a Policy in Multi-Agent RL with Diverse Cooperative Behaviors and Adversarial Style Sampling for Assistive Tasks—0
Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey—0
Snapshot Reinforcement Learning: Leveraging Prior Trajectories for EfficiencyCode0
Deep Reinforcement Learning for Solving Management Problems: Towards A Large Management Mode—0
Cloud-based Federated Learning Framework for MRI Segmentation—0
A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert ObservationsCode0
Disentangling the Causes of Plasticity Loss in Neural Networks—0
Deep Reinforcement Learning: A Convex Optimization Approach—0
Temporal-Aware Deep Reinforcement Learning for Energy Storage Bidding in Energy and Contingency Reserve Markets—0
The Fusion of Deep Reinforcement Learning and Edge Computing for Real-time Monitoring and Control Optimization in IoT Environments—0
Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning—0
Computational Offloading in Semantic-Aware Cloud-Edge-End Collaborative Networks—0
Symmetry-aware Reinforcement Learning for Robotic Assembly under Partial Observability with a Soft WristCode0
Advancing Investment Frontiers: Industry-grade Deep Reinforcement Learning for Portfolio Optimization—0
Multi-Agent Deep Reinforcement Learning for Distributed Satellite Routing—0
Model Free Deep Deterministic Policy Gradient Controller for Setpoint Tracking of Non-minimum Phase Systems—0
Beacon, a lightweight deep reinforcement learning benchmark library for flow controlCode1
Emergency Caching: Coded Caching-based Reliable Map Transmission in Emergency Networks—0
Flexible Robust Beamforming for Multibeam Satellite Downlink using Reinforcement LearningCode1
Rate Splitting Multiple Access-Enabled Adaptive Panoramic Video Semantic Transmission—0
Model-based deep reinforcement learning for accelerated learning from flow simulationsCode0
Scalable Volt-VAR Optimization using RLlib-IMPALA Framework: A Reinforcement Learning ApproachCode0
A priori Estimates for Deep Residual Network in Continuous-time Reinforcement Learning—0
Combining Transformer based Deep Reinforcement Learning with Black-Litterman Model for Portfolio Optimization—0
SHM-Traffic: DRL and Transfer learning based UAV Control for Structural Health Monitoring of Bridges with Traffic—0
Quantum Circuit Optimization with AlphaTensor—0
Transformable Gaussian Reward Function for Socially-Aware Navigation with Deep Reinforcement LearningCode1
Synthesis of Hierarchical Controllers Based on Deep Reinforcement Learning Policies—0
Mastering the Game of Guandan with Deep Reinforcement Learning and Behavior Regulating—0
Deep Hedging with Market Impact—0
Antifragile Perimeter Control: Anticipating and Gaining from Disruptions with Reinforcement Learning—0
Discovering Behavioral Modes in Deep Reinforcement Learning Policies Using Trajectory Clustering in Latent Space—0
Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention StrategiesCode0
In value-based deep reinforcement learning, a pruned network is a good network—0
Joint mode switching and resource allocation in wireless-powered RIS-aided multiuser communication systems—0
Revisiting Data Augmentation in Deep Reinforcement LearningCode0
A novel framework for adaptive stress testing of autonomous vehicles in highways—0
Optimal Parallelization Strategies for Active Flow Control in Deep Reinforcement Learning-Based Computational Fluid Dynamics—0
Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge ComputingCode2
Deep Reinforcement Learning Based Toolpath Generation for Thermal Uniformity in Laser Powder Bed Fusion Process—0
SINR-Aware Deep Reinforcement Learning for Distributed Dynamic Channel Allocation in Cognitive Interference Networks—0
Surpassing legacy approaches to PWR core reload optimization with single-objective Reinforcement learning—0
Revisiting Experience Replayable Conditions—0
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