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Deep Reinforcement Learning

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Showing 801–850 of 5822 papers

TitleStatusHype
An Intelligent Fault Self-Healing Mechanism for Cloud AI Systems via Integration of Large Language Models and Deep Reinforcement Learning—0
Energy-efficient Deep Reinforcement Learning-based Network Function Disaggregation in Hybrid Non-terrestrial Open Radio Access Networks—0
Deep reinforcement learning-based joint real-time energy scheduling for green buildings with heterogeneous battery energy storage devices—0
The Economic Dispatch of Power-to-Gas Systems with Deep Reinforcement Learning:Tackling the Challenge of Delayed Rewards with Long-Term Energy Storage—0
Improving choice model specification using reinforcement learning—0
Can Artificial Intelligence Trade the Stock Market?—0
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals—0
Beamforming and Resource Allocation for Delay Optimization in RIS-Assisted OFDM Systems—0
Autonomous Vehicle Lateral Control Using Deep Reinforcement Learning with MPC-PID Demonstration—0
EDEN: Entorhinal Driven Egocentric Navigation Toward Robotic Deployment—0
Solving the Pod Repositioning Problem with Deep Reinforced Adaptive Large Neighborhood Search—0
A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization—0
Maximizing the Promptness of Metaverse Systems using Edge Computing by Deep Reinforcement Learning—0
Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees—0
Reinforcement Learning for Hanabi—0
BASIL: Best-Action Symbolic Interpretable Learning for Evolving Compact RL Policies—0
AXIOM: Learning to Play Games in Minutes with Expanding Object-Centric Models—0
Human sensory-musculoskeletal modeling and control of whole-body movements—0
Measure gradients, not activations! Enhancing neuronal activity in deep reinforcement learning—0
Attention-Enhanced Prompt Decision Transformers for UAV-Assisted Communications with AoI—0
Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learning—0
A Framework for Adversarial Analysis of Decision Support Systems Prior to Deployment—0
Algorithmic Control Improves Residential Building Energy and EV Management when PV Capacity is High but Battery Capacity is Low—0
Reduce Computational Cost In Deep Reinforcement Learning Via Randomized Policy Learning—0
CiRL: Open-Source Environments for Reinforcement Learning in Circular Economy and Net ZeroCode0
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial OptimizationCode0
A modular framework for automated evaluation of procedural content generation in serious games with deep reinforcement learning agents—0
Find the Fruit: Designing a Zero-Shot Sim2Real Deep RL Planner for Occlusion Aware Plant Manipulation—0
Backdoors in DRL: Four Environments Focusing on In-distribution Triggers—0
Time Reversal Symmetry for Efficient Robotic Manipulations in Deep Reinforcement Learning—0
Imitation Learning via Focused Satisficing—0
Energy-Efficient Deep Reinforcement Learning with Spiking Transformers—0
Multi-parameter Control for the (1+(λ,λ))-GA on OneMax via Deep Reinforcement Learning—0
From Grunts to Grammar: Emergent Language from Cooperative Foraging—0
LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach—0
Automatic Reward Shaping from Confounded Offline Data—0
Learning Multimodal AI Algorithms for Amplifying Limited User Input into High-dimensional Control SpaceCode0
ReaCritic: Large Reasoning Transformer-based DRL Critic-model Scaling For Heterogeneous Networks—0
DRL-Based Injection Molding Process Parameter Optimization for Adaptive and Profitable Production—0
Lifelong reinforcement learning for health-aware fast charging of lithium-ion batteries—0
Efficient Adaptation of Reinforcement Learning Agents to Sudden Environmental Change—0
Electric Bus Charging Schedules Relying on Real Data-Driven Targets Based on Hierarchical Deep Reinforcement Learning—0
Optimizing Electric Bus Charging Scheduling with Uncertainties Using Hierarchical Deep Reinforcement Learning—0
Deep reinforcement learning-based longitudinal control strategy for automated vehicles at signalised intersections—0
Adaptive Security Policy Management in Cloud Environments Using Reinforcement Learning—0
Enhancing Aerial Combat Tactics through Hierarchical Multi-Agent Reinforcement Learning—0
Continuous World Coverage Path Planning for Fixed-Wing UAVs using Deep Reinforcement Learning—0
Deep Reinforcement Learning for Power Grid Multi-Stage Cascading Failure Mitigation—0
A Study of Data-driven Methods for Inventory Optimization—0
A Practical Introduction to Deep Reinforcement Learning—0
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