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Deep Reinforcement Learning

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TitleStatusHype
Reclaimer: A Reinforcement Learning Approach to Dynamic Resource Allocation for Cloud Microservices—0
Integration of Reinforcement Learning Based Behavior Planning With Sampling Based Motion Planning for Automated Driving—0
Collaborative Multi-BS Power Management for Dense Radio Access Network using Deep Reinforcement LearningCode0
Context-aware Domain Adaptation for Time Series Anomaly Detection—0
MvCo-DoT:Multi-View Contrastive Domain Transfer Network for Medical Report Generation—0
Deep reinforcement learning applied to an assembly sequence planning problem with user preferences—0
Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task—0
Real-Time Model-Free Deep Reinforcement Learning for Force Control of a Series Elastic Actuator—0
Active RIS-aided EH-NOMA Networks: A Deep Reinforcement Learning Approach—0
Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural NetworksCode0
A modular framework for stabilizing deep reinforcement learning control—0
Full Gradient Deep Reinforcement Learning for Average-Reward Criterion—0
Deep Reinforcement Learning Based Optimal Infinite-Horizon Control of Probabilistic Boolean Control Networks—0
Deep Reinforcement Learning Based Vehicle Selection for Asynchronous Federated Learning Enabled Vehicular Edge Computing—0
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal ControlCode0
Optimal Energy Storage Scheduling for Wind Curtailment Reduction and Energy Arbitrage: A Deep Reinforcement Learning Approach—0
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field—0
Regularization of the policy updates for stabilizing Mean Field Games—0
Optimization of binding affinities in chemical space with generative pretrained transformer and deep reinforcement learningCode0
Unified Emulation-Simulation Training Environment for Autonomous Cyber Agents—0
Optimal Semantic-aware Sampling and Transmission in Energy Harvesting Systems Through the AoII—0
Enabling A Network AI Gym for Autonomous Cyber Agents—0
Multi-Microgrid Collaborative Optimization Scheduling Using an Improved Multi-Agent Soft Actor-Critic Algorithm—0
Quantum Deep Hedging—0
Learning Complicated Manipulation Skills via Deterministic Policy with Limited Demonstrations—0
Physical Deep Reinforcement Learning Towards Safety Guarantee—0
Adaptive Background Music for a Fighting Game: A Multi-Instrument Volume Modulation Approach—0
On the Use of Reinforcement Learning for Attacking and Defending Load Frequency Control—0
Bi-Manual Block Assembly via Sim-to-Real Reinforcement Learning—0
Robust Path Following on Rivers Using Bootstrapped Reinforcement Learning—0
Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-based Traffic Systems—0
Connected Superlevel Set in (Deep) Reinforcement Learning and its Application to Minimax Theorems—0
HAPS-UAV-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach—0
Deep Reinforcement Learning for Localizability-Enhanced Navigation in Dynamic Human Environments—0
Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided GuaranteesCode0
P^3O: Transferring Visual Representations for Reinforcement Learning via Prompting—0
Large-Scale Traffic Signal Control Using Constrained Network Partition and Adaptive Deep Reinforcement Learning—0
Bridging Transient and Steady-State Performance in Voltage Control: A Reinforcement Learning Approach with Safe Gradient Flow—0
Multi-modal reward for visual relationships-based image captioning—0
Active hypothesis testing in unknown environments using recurrent neural networks and model free reinforcement learning—0
Mobile Edge Adversarial Detection for Digital Twinning to the Metaverse with Deep Reinforcement Learning—0
Measurement Optimization under Uncertainty using Deep Reinforcement Learning—0
Conversational Tree Search: A New Hybrid Dialog TaskCode0
Energy Management of Multi-mode Plug-in Hybrid Electric Vehicle using Multi-agent Deep Reinforcement Learning—0
Psychotherapy AI Companion with Reinforcement Learning Recommendations and Interpretable Policy Dynamics—0
Residual Physics Learning and System Identification for Sim-to-real Transfer of Policies on Buoyancy Assisted Legged Robots—0
Learning Rewards to Optimize Global Performance Metrics in Deep Reinforcement Learning—0
Efficient Learning of High Level Plans from Play—0
Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement Learning—0
Learning to Transfer In-Hand Manipulations Using a Greedy Shape Curriculum—0
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