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Deep Reinforcement Learning

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TitleStatusHype
Deep Neural Crossover—0
Scheduling Drone and Mobile Charger via Hybrid-Action Deep Reinforcement Learning—0
Lyapunov Neural Network with Region of Attraction Search—0
Socially Integrated Navigation: A Social Acting Robot with Deep Reinforcement Learning—0
Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement LearningCode0
Leveraging Constraint Programming in a Deep Learning Approach for Dynamically Solving the Flexible Job-Shop Scheduling Problem—0
Meta-operators for Enabling Parallel Planning Using Deep Reinforcement Learning—0
Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing—0
Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning—0
An Improved Strategy for Blood Glucose Control Using Multi-Step Deep Reinforcement Learning—0
Deep Reinforcement Learning for Modelling Protein Complexes—0
Tactical Decision Making for Autonomous Trucks by Deep Reinforcement Learning with Total Cost of Operation Based Reward—0
Lander.AI: Adaptive Landing Behavior Agent for Expertise in 3D Dynamic Platform LandingsCode0
Optimal Policy Sparsification and Low Rank Decomposition for Deep Reinforcement Learning—0
Dissecting Deep RL with High Update Ratios: Combatting Value Divergence—0
UDCR: Unsupervised Aortic DSA/CTA Rigid Registration Using Deep Reinforcement Learning and Overlap Degree Calculation—0
Shielded Deep Reinforcement Learning for Complex Spacecraft Tasking—0
Generalizing Cooperative Eco-driving via Multi-residual Task Learning—0
Noisy Spiking Actor Network for Exploration—0
Fill-and-Spill: Deep Reinforcement Learning Policy Gradient Methods for Reservoir Operation Decision and Control—0
Model-Free Load Frequency Control of Nonlinear Power Systems Based on Deep Reinforcement Learning—0
Vlearn: Off-Policy Learning with Efficient State-Value Function Estimation—0
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL—0
Population-aware Online Mirror Descent for Mean-Field Games by Deep Reinforcement Learning—0
Dexterous Legged Locomotion in Confined 3D Spaces with Reinforcement Learning—0
A Zero-Shot Reinforcement Learning Strategy for Autonomous Guidewire Navigation—0
Autonomous vehicle decision and control through reinforcement learning with traffic flow randomization—0
Fighting Game Adaptive Background Music for Improved Gameplay—0
Leveraging Federated Learning and Edge Computing for Recommendation Systems within Cloud Computing Networks—0
RACE-SM: Reinforcement Learning Based Autonomous Control for Social On-Ramp Merging—0
Twisting Lids Off with Two Hands—0
Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution—0
Iterated Q-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning—0
Towards Fair and Efficient Learning-based Congestion ControlCode0
Cross Domain Policy Transfer with Effect Cycle-Consistency—0
Snapshot Reinforcement Learning: Leveraging Prior Trajectories for EfficiencyCode0
Robust Deep Reinforcement Learning Through Adversarial Attacks and Training : A Survey—0
Deep Reinforcement Learning for Solving Management Problems: Towards A Large Management Mode—0
Robustifying a Policy in Multi-Agent RL with Diverse Cooperative Behaviors and Adversarial Style Sampling for Assistive Tasks—0
Cloud-based Federated Learning Framework for MRI Segmentation—0
A Model-Based Approach for Improving Reinforcement Learning Efficiency Leveraging Expert ObservationsCode0
Deep Reinforcement Learning: A Convex Optimization Approach—0
Disentangling the Causes of Plasticity Loss in Neural Networks—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
Emergency Caching: Coded Caching-based Reliable Map Transmission in Emergency Networks—0
Multi-Agent Deep Reinforcement Learning for Distributed Satellite Routing—0
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