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Deep Reinforcement Learning

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Showing 1401–1450 of 5822 papers

TitleStatusHype
Gradient Reduction Convolutional Neural Network Policy for Financial Deep Reinforcement Learning—0
BCR-DRL: Behavior- and Context-aware Reward for Deep Reinforcement Learning in Human-AI Coordination—0
D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning—0
Robust Deep Reinforcement Learning for Inverter-based Volt-Var Control in Partially Observable Distribution Networks—0
Residual Deep Reinforcement Learning for Inverter-based Volt-Var Control—0
Prioritizing Modalities: Flexible Importance Scheduling in Federated Multimodal Learning—0
Wireless MAC Protocol Synthesis and Optimization with Multi-Agent Distributed Reinforcement Learning—0
DeepAir: A Multi-Agent Deep Reinforcement Learning Based Scheme for an Unknown User Location Problem—0
Mitigating Metropolitan Carbon Emissions with Dynamic Eco-driving at Scale—0
Deep Reinforcement Learning for the Design of Metamaterial Mechanisms with Functional Compliance Control—0
Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization—0
Goal-Oriented UAV Communication Design and Optimization for Target Tracking: A MachineLearning Approach—0
KnowPC: Knowledge-Driven Programmatic Reinforcement Learning for Zero-shot Coordination—0
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
Research on Autonomous Driving Decision-making Strategies based Deep Reinforcement Learning—0
Communication-Aware Consistent Edge Selection for Mobile Users and Autonomous Vehicles—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
Adaptive traffic signal safety and efficiency improvement by multi objective deep reinforcement learning approach—0
Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control—0
Black box meta-learning intrinsic rewards for sparse-reward environmentsCode0
Multi-agent reinforcement learning for the control of three-dimensional Rayleigh-Bénard convectionCode0
Adaptive Transit Signal Priority based on Deep Reinforcement Learning and Connected Vehicles in a Traffic Microsimulation Environment—0
Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks—0
Quantum Machine Learning Architecture Search via Deep Reinforcement Learning—0
Sustainable Task Offloading in Secure UAV-assisted Smart Farm Networks: A Multi-Agent DRL with Action Mask Approach—0
Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain—0
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
FH-DRL: Exponential-Hyperbolic Frontier Heuristics with DRL for accelerated Exploration in Unknown Environments—0
Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN—0
Personalized and Context-aware Route Planning for Edge-assisted Vehicles—0
Advanced deep-reinforcement-learning methods for flow control: group-invariant and positional-encoding networks improve learning speed and qualityCode0
Harnessing DRL for URLLC in Open RAN: A Trade-off Exploration—0
MoveLight: Enhancing Traffic Signal Control through Movement-Centric Deep Reinforcement Learning—0
Neural Network-Based Bandit: A Medium Access Control for the IIoT Alarm Scenario—0
Offline Imitation Learning Through Graph Search and Retrieval—0
Diffusion Model Based Resource Allocation Strategy in Ultra-Reliable Wireless Networked Control Systems—0
MODRL-TA:A Multi-Objective Deep Reinforcement Learning Framework for Traffic Allocation in E-Commerce Search—0
Mitigating Deep Reinforcement Learning Backdoors in the Neural Activation Space—0
Unveiling the Decision-Making Process in Reinforcement Learning with Genetic ProgrammingCode0
Explainable Post hoc Portfolio Management Financial Policy of a Deep Reinforcement Learning agentCode0
Analyzing and Bridging the Gap between Maximizing Total Reward and Discounted Reward in Deep Reinforcement Learning—0
Reinforcement Learning: Tutorial and Survey—0
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