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Deep Reinforcement Learning

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TitleStatusHype
A Survey From Distributed Machine Learning to Distributed Deep Learning—0
Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement LearningCode0
Multiobjective Hydropower Reservoir Operation Optimization with Transformer-Based Deep Reinforcement Learning—0
UAV Trajectory Optimization for Directional THz Links Using Deep Reinforcement Learning—0
Reinforcement and Deep Reinforcement Learning-based Solutions for Machine Maintenance Planning, Scheduling Policies, and Optimization—0
Deep Attention Q-Network for Personalized Treatment RecommendationCode0
GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling over Dynamic Vehicular Clouds—0
Enhancing the Robustness of QMIX against State-adversarial Attacks—0
Asset correlation based deep reinforcement learning for the portfolio selection—0
Federated Multi-Agent Deep Reinforcement Learning for Dynamic and Flexible 3D Operation of 5G Multi-MAP Networks—0
Resetting the Optimizer in Deep RL: An Empirical Study—0
Identifying Important Sensory Feedback for Learning Locomotion Skills—0
Learning Environment Models with Continuous Stochastic Dynamics—0
Eigensubspace of Temporal-Difference Dynamics and How It Improves Value Approximation in Reinforcement Learning—0
Structure in Deep Reinforcement Learning: A Survey and Open Problems—0
Diversity is Strength: Mastering Football Full Game with Interactive Reinforcement Learning of Multiple AIs—0
Multi-Agent Deep Reinforcement Learning for Dynamic Avatar Migration in AIoT-enabled Vehicular Metaverses with Trajectory Prediction—0
Cost-Effective Task Offloading Scheduling for Hybrid Mobile Edge-Quantum Computing—0
Task-Oriented Semantics-Aware Communication for Wireless UAV Control and Command Transmission—0
Safety-Critical Scenario Generation Via Reinforcement Learning Based Editing—0
Multi-agent Deep Reinforcement Learning for Distributed Load Restoration—0
Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query—0
MP3: Movement Primitive-Based (Re-)Planning Policy—0
Decentralized Multi-Agent Reinforcement Learning with Global State Prediction—0
Sum-Rate Maximization of RSMA-based Aerial Communications with Energy Harvesting: A Reinforcement Learning Approach—0
Introspective Action Advising for Interpretable Transfer Learning—0
Inter-Cell Network Slicing With Transfer Learning Empowered Multi-Agent Deep Reinforcement Learning—0
Safe, Efficient, Comfort, and Energy-saving Automated Driving through Roundabout Based on Deep Reinforcement Learning—0
Autonomous Driving with Deep Reinforcement Learning in CARLA Simulation—0
Evolutionary Strategy Guided Reinforcement Learning via MultiBuffer Communication—0
Int-HRL: Towards Intention-based Hierarchical Reinforcement Learning—0
Benchmarking Robustness of Deep Reinforcement Learning approaches to Online Portfolio Management—0
AdaStop: adaptive statistical testing for sound comparisons of Deep RL agentsCode0
Deep Reinforcement Learning for ESG financial portfolio management—0
Adaptive Ordered Information Extraction with Deep Reinforcement LearningCode0
Integrating Tick-level Data and Periodical Signal for High-frequency Market Making—0
DeepMPR: Enhancing Opportunistic Routing in Wireless Networks through Multi-Agent Deep Reinforcement Learning—0
Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement LearningCode0
Attention-based Open RAN Slice Management using Deep Reinforcement Learning—0
Evolutionary Curriculum Training for DRL-Based Navigation Systems—0
Predictive Maneuver Planning with Deep Reinforcement Learning (PMP-DRL) for comfortable and safe autonomous driving—0
Inroads into Autonomous Network Defence using Explained Reinforcement Learning—0
Carbon emissions and sustainability of launching 5G mobile networks in China—0
Deep Policy Gradient Methods in Commodity Markets—0
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense FeedbackCode0
Using Collision Momentum in Deep Reinforcement Learning Based Adversarial Pedestrian Modeling—0
Multi-market Energy Optimization with Renewables via Reinforcement Learning—0
Dynamic Interval Restrictions on Action Spaces in Deep Reinforcement Learning for Obstacle Avoidance—0
DeepTransition: Viability Leads to the Emergence of Gait Transitions in Learning Anticipatory Quadrupedal Locomotion Skills—0
Evolving Testing Scenario Generation Method and Intelligence Evaluation Framework for Automated Vehicles—0
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