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Deep Reinforcement Learning

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TitleStatusHype
Scalable Grid-Aware Dynamic Matching using Deep Reinforcement Learning—0
V2N Service Scaling with Deep Reinforcement Learning—0
Sample Efficient Deep Reinforcement Learning via Local Planning—0
A Deep Reinforcement Learning Framework for Optimizing Congestion Control in Data Centers—0
Analyzing Robustness of the Deep Reinforcement Learning Algorithm in Ramp Metering Applications Considering False Data Injection Attack and Defense—0
RCsearcher: Reaction Center Identification in Retrosynthesis via Deep Q-Learning—0
Turbulence control in plane Couette flow using low-dimensional neural ODE-based models and deep reinforcement learning—0
A Memory Efficient Deep Reinforcement Learning Approach For Snake Game Autonomous Agents—0
Neural Episodic Control with State Abstraction—0
Reinforcement Learning from Diverse Human Preferences—0
Exploring Deep Reinforcement Learning for Holistic Smart Building Control—0
Modeling human road crossing decisions as reward maximization with visual perception limitations—0
Double Deep Reinforcement Learning Techniques for Low Dimensional Sensing Mapless Navigation of Terrestrial Mobile Robots—0
NeSIG: A Neuro-Symbolic Method for Learning to Generate Planning ProblemsCode0
AutoCost: Evolving Intrinsic Cost for Zero-violation Reinforcement Learning—0
DeepADMR: A Deep Learning based Anomaly Detection for MANET Routing—0
Explainable Deep Reinforcement Learning: State of the Art and Challenges—0
Effective Baselines for Multiple Object Rearrangement Planning in Partially Observable Mapped Environments—0
A Novel Deep Reinforcement Learning-based Approach for Enhancing Spectral Efficiency of IRS-assisted Wireless Systems—0
Optimal Inter-area Oscillation Damping Control: A Transfer Deep Reinforcement Learning Approach with Switching Control Strategy—0
A deep reinforcement learning approach to assess the low-altitude airspace capacity for urban air mobility—0
Revisiting Estimation Bias in Policy Gradients for Deep Reinforcement Learning—0
Asynchronous Deep Double Duelling Q-Learning for Trading-Signal Execution in Limit Order Book Markets—0
AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics—0
Domain-adapted Learning and Interpretability: DRL for Gas Trading—0
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