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Deep Reinforcement Learning

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TitleStatusHype
Fault Detection for agents on power grid topology optimization: A Comprehensive analysis—0
Alpha^2: Discovering Logical Formulaic Alphas using Deep Reinforcement LearningCode2
CAV-AHDV-CAV: Mitigating Traffic Oscillations for CAVs through a Novel Car-Following Structure and Reinforcement Learning—0
Understanding and Diagnosing Deep Reinforcement Learning—0
OpticGAI: Generative AI-aided Deep Reinforcement Learning for Optical Networks Optimization—0
Deep UAV Path Planning with Assured Connectivity in Dense Urban Setting—0
Towards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach—0
KnobTree: Intelligent Database Parameter Configuration via Explainable Reinforcement Learning—0
A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over GraphsCode0
Graph Neural Networks for Job Shop Scheduling Problems: A Survey—0
Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach—0
A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo—0
Attention-Based Deep Reinforcement Learning for Qubit Allocation in Modular Quantum Architectures—0
Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV NetworksCode1
Reconfigurable Intelligent Surface Assisted VEC Based on Multi-Agent Reinforcement LearningCode1
Online Context Learning for Socially Compliant NavigationCode0
Multi-UAV Multi-RIS QoS-Aware Aerial Communication Systems using DRL and PSO—0
Grad-Instructor: Universal Backpropagation with Explainable Evaluation Neural Networks for Meta-learning and AutoML—0
Mix Q-learning for Lane Changing: A Collaborative Decision-Making Method in Multi-Agent Deep Reinforcement Learning—0
Misam: Using ML in Dataflow Selection of Sparse-Sparse Matrix Multiplication—0
CUER: Corrected Uniform Experience Replay for Off-Policy Continuous Deep Reinforcement Learning Algorithms—0
Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control—0
Deep reinforcement learning with positional context for intraday trading—0
Adaptive Swarm Mesh Refinement using Deep Reinforcement Learning with Local Rewards—0
Reinforcement Learning to Disentangle Multiqubit Quantum States from Partial ObservationsCode0
Explore-Go: Leveraging Exploration for Generalisation in Deep Reinforcement Learning—0
Hierarchical Reinforcement Learning for Swarm Confrontation with High UncertaintyCode0
Beyond Training: Optimizing Reinforcement Learning Based Job Shop Scheduling Through Adaptive Action Sampling—0
Semantic-Aware Spectrum Sharing in Internet of Vehicles Based on Deep Reinforcement LearningCode1
Failures Are Fated, But Can Be Faded: Characterizing and Mitigating Unwanted Behaviors in Large-Scale Vision and Language ModelsCode0
DNN Partitioning, Task Offloading, and Resource Allocation in Dynamic Vehicular Networks: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach—0
Towards Real-World Efficiency: Domain Randomization in Reinforcement Learning for Pre-Capture of Free-Floating Moving Targets by Autonomous RobotsCode0
Verification-Guided Shielding for Deep Reinforcement Learning—0
Is Value Functions Estimation with Classification Plug-and-play for Offline Reinforcement Learning?Code0
Multi-attribute Auction-based Resource Allocation for Twins Migration in Vehicular Metaverses: A GPT-based DRL Approach—0
Online Policy Distillation with Decision-Attention—0
ChatPCG: Large Language Model-Driven Reward Design for Procedural Content Generation—0
Optimization of geological carbon storage operations with multimodal latent dynamic model and deep reinforcement learning—0
Optimizing Automatic Differentiation with Deep Reinforcement Learning—0
Probabilistic Perspectives on Error Minimization in Adversarial Reinforcement LearningCode0
Sim-to-Real Transfer of Deep Reinforcement Learning Agents for Online Coverage Path Planning—0
Stochastic Dynamic Network Utility Maximization with Application to Disaster Response—0
Exploring Pessimism and Optimism Dynamics in Deep Reinforcement Learning—0
GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model—0
Algorithmic Collusion in Dynamic Pricing with Deep Reinforcement Learning—0
Verifying the Generalization of Deep Learning to Out-of-Distribution Domains—0
By Fair Means or Foul: Quantifying Collusion in a Market Simulation with Deep Reinforcement Learning—0
A Generalized Apprenticeship Learning Framework for Modeling Heterogeneous Student Pedagogical Strategies—0
Improving Generalization in Aerial and Terrestrial Mobile Robots Control Through Delayed Policy Learning—0
Deep Reinforcement Learning Behavioral Mode Switching Using Optimal Control Based on a Latent Space Objective—0
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