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Deep Reinforcement Learning

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Showing 51–100 of 5822 papers

TitleStatusHype
Solving the Pod Repositioning Problem with Deep Reinforced Adaptive Large Neighborhood Search—0
Maximizing the Promptness of Metaverse Systems using Edge Computing by Deep Reinforcement Learning—0
EDEN: Entorhinal Driven Egocentric Navigation Toward Robotic Deployment—0
A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization—0
Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees—0
BASIL: Best-Action Symbolic Interpretable Learning for Evolving Compact RL Policies—0
Reinforcement Learning for Hanabi—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
The Cell Must Go On: Agar.io for Continual Reinforcement LearningCode1
Backdoors in DRL: Four Environments Focusing on In-distribution Triggers—0
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
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial OptimizationCode0
Imitation Learning via Focused Satisficing—0
Energy-Efficient Deep Reinforcement Learning with Spiking Transformers—0
Time Reversal Symmetry for Efficient Robotic Manipulations in Deep Reinforcement Learning—0
From Grunts to Grammar: Emergent Language from Cooperative Foraging—0
Multi-parameter Control for the (1+(λ,λ))-GA on OneMax via Deep Reinforcement Learning—0
GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution StrategyCode1
LAMeTA: Intent-Aware Agentic Network Optimization via a Large AI Model-Empowered Two-Stage Approach—0
Lifelong reinforcement learning for health-aware fast charging of lithium-ion batteries—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
Reasoning on a Budget: Miniaturizing DeepSeek R1 with SFT-GRPO Alignment for Instruction-Tuned LLMsCode1
Optimizing Electric Bus Charging Scheduling with Uncertainties Using Hierarchical Deep Reinforcement Learning—0
Electric Bus Charging Schedules Relying on Real Data-Driven Targets Based on Hierarchical Deep Reinforcement Learning—0
Efficient Adaptation of Reinforcement Learning Agents to Sudden Environmental Change—0
Evaluating Robustness of Deep Reinforcement Learning for Autonomous Surface Vehicle Control in Field TestsCode1
Enhancing Aerial Combat Tactics through Hierarchical Multi-Agent 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
Deep Reinforcement Learning for Power Grid Multi-Stage Cascading Failure Mitigation—0
A Practical Introduction to Deep Reinforcement Learning—0
Continuous World Coverage Path Planning for Fixed-Wing UAVs using Deep Reinforcement Learning—0
A Study of Data-driven Methods for Inventory Optimization—0
Leveraging Reinforcement Learning and Koopman Theory for Enhanced Model Predictive Control Performance—0
VoI-Driven Joint Optimization of Control and Communication in Vehicular Digital Twin Network—0
Online Learning-based Adaptive Beam Switching for 6G Networks: Enhancing Efficiency and ResilienceCode0
A Reinforcement Learning Framework for Application-Specific TCP Congestion-Control—0
Realistic Counterfactual Explanations for Machine Learning-Controlled Mobile Robots using 2D LiDAR—0
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