Articles

Automatic mechanistic inference from large families of Boolean models generated by Monte Carlo tree search

in Morphogenesis and Patterning

• Bryan J. Glazer
• Jonathan T. Lifferth
• Carlos F. Lopez

A self-learning Monte Carlo tree search algorithm for robot path planning

• Wei Li
• Yi Liu
• Yan Ma
• Kang Xu
• Jiang Qiu
• Zhongxue Gan

Autonomous maneuver decision-making method based on reinforcement learning and Monte Carlo tree search

• Hongpeng Zhang
• Huan Zhou
• Yujie Wei
• Changqiang Huang

A Monte Carlo tree search-based method for decision making of generator serial restoration sequence

in Smart Grids

• Wenwen Xu
• Shuting Chen
• Guangxin Han
• Nan Yu
• Han Xu

Solving the capacitated vehicle routing problem with time windows via graph convolutional network assisted tree search and quantum-inspired computing

in Optimization

• Jorin Dornemann

Information Distribution in Multi-Robot Systems: Generic, Utility-Aware Optimization Middleware

in Multi-Robot Systems

• Michał Barciś
• Agata Barciś
• Nikolaos Tsiogkas
• Hermann Hellwagner

Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data

in Machine Learning and Artificial Intelligence

• Johannes Czech
• Moritz Willig
• Alena Beyer
• Kristian Kersting
• Johannes Fürnkranz

AlphaZe∗∗: AlphaZero-like baselines for imperfect information games are surprisingly strong

in Machine Learning and Artificial Intelligence

• Jannis Blüml
• Johannes Czech
• Kristian Kersting

A comparative analysis of reinforcement learning algorithms for earth-observing satellite scheduling

in Aerial and Space Networks

• Adam Herrmann
• Hanspeter Schaub

Using Spatial Reinforcement Learning to Build Forest Wildfire Dynamics Models From Satellite Images

in Environmental Informatics and Remote Sensing

• Sriram Ganapathi Subramanian
• Mark Crowley

Ensemble deep learning enhanced with self-attention for predicting immunotherapeutic responses to cancers

in Cancer Immunity and Immunotherapy

• Wenyi Jin
• Qian Yang
• Hao Chi
• Kongyuan Wei
• Pengpeng Zhang
• Guodong Zhao
• Shi Chen
• Zhijia Xia
• Xiaosong Li