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Deep Reinforcement Learning

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TitleStatusHype
Model-Based Transfer Learning for Contextual Reinforcement LearningCode1
RL-ADN: A High-Performance Deep Reinforcement Learning Environment for Optimal Energy Storage Systems Dispatch in Active Distribution NetworksCode2
Deep Reinforcement Learning for Robotics: A Survey of Real-World Successes—0
SCREENER: A general framework for task-specific experiment design in quantitative MRI—0
Communication-Aware Consistent Edge Selection for Mobile Users and Autonomous Vehicles—0
Research on Autonomous Driving Decision-making Strategies based Deep Reinforcement Learning—0
Generalized Gaussian Temporal Difference Error for Uncertainty-aware Reinforcement LearningCode0
Latency-Aware Resource Allocation for Mobile Edge Generation and Computing via Deep Reinforcement Learning—0
Scenario-based Thermal Management Parametrization Through Deep Reinforcement Learning—0
Shaping Rewards, Shaping Routes: On Multi-Agent Deep Q-Networks for Routing in Satellite Constellation Networks—0
Deep Reinforcement Learning for Dynamic Order Picking in Warehouse Operations—0
Multi-Objective Deep Reinforcement Learning for Optimisation in Autonomous Systems—0
Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control—0
Adaptive traffic signal safety and efficiency improvement by multi objective deep reinforcement learning approach—0
Adaptive Transit Signal Priority based on Deep Reinforcement Learning and Connected Vehicles in a Traffic Microsimulation Environment—0
Multi-agent reinforcement learning for the control of three-dimensional Rayleigh-Bénard convectionCode0
Black box meta-learning intrinsic rewards for sparse-reward environmentsCode0
Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks—0
Sustainable Task Offloading in Secure UAV-assisted Smart Farm Networks: A Multi-Agent DRL with Action Mask Approach—0
Quantum Machine Learning Architecture Search via Deep Reinforcement Learning—0
Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain—0
NAVIX: Scaling MiniGrid Environments with JAXCode2
The Interpretability of Codebooks in Model-Based Reinforcement Learning is Limited—0
Large Language Models for Human-like Autonomous Driving: A Survey—0
Multi-Agent Deep Reinforcement Learning for Energy Efficient Multi-Hop STAR-RIS-Assisted Transmissions—0
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