Biasing Exploration towards Positive Error for Efficient Reinforcement Learning by Adam Parker, John Sheppard

Subjects: “…Reinforcement Learning…”
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TEMPO: Timestep Explanations for Modeling Preferences in Online Preference-Based RL by Jakob Karlaus, Friedhelm Schwenker

Subjects: “…Deep reinforcement learning…”
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Entropy-Guided Distributional Reinforcement Learning with Controlling Uncertainty in Robotic Tasks by Hyunjin Cho, Hyunseok Kim

Subjects: “…distributional reinforcement learning…”
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Deep reinforcement learning applications and prospects in industrial scenarios by JING TAN, Ligang YANG, Xiaorui LI, Zhaolin YUAN, Yunduan CUI, Chao YAO, Zongjie WANG, Xiaojuan BAN

Subjects: “…deep reinforcement learning…”
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AlphaRouter: Bridging the Gap Between Reinforcement Learning and Optimization for Vehicle Routing with Monte Carlo Tree Searches by Won-Jun Kim, Junho Jeong, Taeyeong Kim, Kichun Lee

Subjects: “…deep reinforcement learning…”
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Influencing Reinforcement Learning through Natural Language Guidance by Tasmia Tasrin, Md Sultan Al Nahian, Habarakadage Perera, Brent Harrison

Subjects: “…interactive reinforcement learning…”
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Vital node searcher: find out critical node measure with deep reinforcement learning by Guanting Du, Fei Zhu, Quan Liu

Subjects: “…reinforcement learning…”
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From Task Distributions to Expected Paths Lengths Distributions: Value Function Initialization in Sparse Reward Environments for Lifelong Reinforcement Learning by Soumia Mehimeh, Xianglong Tang

Subjects: “…reinforcement learning…”
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Electric Bus Charging Schedules Relying on Real Data-Driven Targets Based on Hierarchical Deep Reinforcement Learning by Jiaju Qi, Lei Lei, Thorsteinn Jonsson, Lajos Hanzo

Subjects: “…>Deep reinforcement learning…”
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ARM-IRL: Adaptive Resilience Metric Quantification Using Inverse Reinforcement Learning by Abhijeet Sahu, Venkatesh Venkatramanan, Richard Macwan

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Survey on reinforcement learning based adaptive bit rate algorithm for mobile video streaming services by Li’na DU, Li ZHUO, Shuo YANG, Jiafeng LI, Jing ZHANG

Subjects: “…reinforcement learning;ABR algorithm;QoE;deep learning;deep reinforcement learning…”
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Federated Reinforcement Learning-Based Dynamic Resource Allocation and Task Scheduling in Edge for IoT Applications by Saroj Mali, Feng Zeng, Deepak Adhikari, Inam Ullah, Mahmoud Ahmad Al-Khasawneh, Osama Alfarraj, Fahad Alblehai

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Cooperative control method for multi-agent ground fracturing truck group based on offline reinforcement learning by RuYi Wang, HuiShen Jiao, YingCheng Tian, Yi Zhao, SiQi Wang, Ke Zhang, Bo Huang, QinRui Sun, DanDan Zhu

Subjects: “…Offline reinforcement learning…”
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ReMAV: Reward Modeling of Autonomous Vehicles for Finding Likely Failure Events by Aizaz Sharif, Dusica Marijan

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Survey on reinforcement learning based adaptive bit rate algorithm for mobile video streaming services by Li’na DU, Li ZHUO, Shuo YANG, Jiafeng LI, Jing ZHANG

Subjects: “…reinforcement learning…”
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Neural network compression for reinforcement learning tasks by Dmitry A. Ivanov, Denis A. Larionov, Oleg V. Maslennikov, Vladimir V. Voevodin

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Expert-Trajectory-Based Features for Apprenticeship Learning via Inverse Reinforcement Learning for Robotic Manipulation by Francisco J. Naranjo-Campos, Juan G. Victores, Carlos Balaguer

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QMIX-GNN: A Graph Neural Network-Based Heterogeneous Multi-Agent Reinforcement Learning Model for Improved Collaboration and Decision-Making by Taiyin Zhao, Tian Chen, Bing Zhang

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A survey of reinforcement and deep reinforcement learning for coordination in intelligent traffic light control by Aicha Saadi, Noureddine Abghour, Zouhair Chiba, Khalid Moussaid, Saadi Ali

Subjects: “…Reinforcement learning…”
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Energy-efficient control of thermal comfort in multi-zone residential HVAC via reinforcement learning by Zheng-Kai Ding, Qi-Ming Fu, Jian-Ping Chen, Hong-Jie Wu, You Lu, Fu-Yuan Hu

Subjects: “…reinforcement learning…”
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