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Deep Reinforcement Learning

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TitleStatusHype
Enhancing Courier Scheduling in Crowdsourced Last-Mile Delivery through Dynamic Shift Extensions: A Deep Reinforcement Learning Approach—0
Revisiting Experience Replayable Conditions—0
Exploiting Estimation Bias in Clipped Double Q-Learning for Continous Control Reinforcement Learning Tasks—0
Single-Reset Divide & Conquer Imitation Learning—0
DRL-Based Orchestration of Multi-User MISO Systems with Stacked Intelligent Metasurfaces—0
Learning-enabled Flexible Job-shop Scheduling for Scalable Smart Manufacturing—0
Learning Interpretable Policies in Hindsight-Observable POMDPs through Partially Supervised Reinforcement Learning—0
Uncertainty-Aware Transient Stability-Constrained Preventive Redispatch: A Distributional Reinforcement Learning Approach—0
FGeo-DRL: Deductive Reasoning for Geometric Problems through Deep Reinforcement LearningCode0
LL-GABR: Energy Efficient Live Video Streaming Using Reinforcement Learning—0
Deep Reinforcement Learning for Controlled Traversing of the Attractor Landscape of Boolean Models in the Context of Cellular ReprogrammingCode0
Solving Deep Reinforcement Learning Tasks with Evolution Strategies and Linear Policy NetworksCode0
Towards Fair and Firm Real-Time Scheduling in DNN Multi-Tenant Multi-Accelerator Systems via Reinforcement Learning—0
Attention-Enhanced Prioritized Proximal Policy Optimization for Adaptive Edge Caching—0
Scaling Artificial Intelligence for Digital Wargaming in Support of Decision-Making—0
Intelligent Mode-switching Framework for Teleoperation—0
Real-World Fluid Directed Rigid Body Control via Deep Reinforcement Learning—0
Decision Theory-Guided Deep Reinforcement Learning for Fast LearningCode0
Scaling Intelligent Agents in Combat Simulations for Wargaming—0
A Deep Reinforcement Learning Approach for Adaptive Traffic Routing in Next-gen Networks—0
Analyzing Adversarial Inputs in Deep Reinforcement Learning—0
A computational approach to visual ecology with deep reinforcement learning—0
Language-Based Augmentation to Address Shortcut Learning in Object Goal NavigationCode0
Compressing Deep Reinforcement Learning Networks with a Dynamic Structured Pruning Method for Autonomous Driving—0
Collaborative Computing in Non-Terrestrial Networks: A Multi-Time-Scale Deep Reinforcement Learning Approach—0
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