Deep soccer analytics: learning an action-value function for evaluating soccer players
Sign Up to like & getrecommendations! Published in 2020 at "Data Mining and Knowledge Discovery"
DOI: 10.1007/s10618-020-00705-9
Abstract: Given the large pitch, numerous players, limited player turnovers, and sparse scoring, soccer is arguably the most challenging to analyze of all the major team sports. In this work, we develop a new approach to… read more here.
Keywords: function; value function; soccer; action value ... See more keywords
UNMAS: Multiagent Reinforcement Learning for Unshaped Cooperative Scenarios.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3105869
Abstract: Multiagent reinforcement learning methods, such as VDN, QMIX, and QTRAN, that adopt centralized training with decentralized execution (CTDE) framework have shown promising results in cooperation and competition. However, in some multiagent scenarios, the number of… read more here.
Keywords: action value; action; multiagent reinforcement; reinforcement learning ... See more keywords
Action-value processing underlies the role of the dorsal anterior cingulate cortex in performance monitoring during self-regulation of affect
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0273376
Abstract: In this study, we merged methods from engineering control theory, machine learning, and human neuroimaging to critically test the putative role of the dorsal anterior cingulate cortex (dACC) in goal-directed performance monitoring during an emotion… read more here.
Keywords: action value; performance monitoring; regulation; emotion regulation ... See more keywords
SOIL METAL POLLUTION RELATED TO ACTIVE BUCHIM COPPER MINE, REPUBLIC OF MACEDONIA
Sign Up to like & getrecommendations! Published in 2018 at "Environmental Engineering and Management Journal"
DOI: 10.30638/eemj.2018.258
Abstract: Within this study a total content of 20 elements was determined in 25 soil samples taken from the vicinity of the “Buchim” mine, Republic of Macedonia, covering an area of 14.2 km 2 . The… read more here.
Keywords: republic macedonia; mine republic; action value; factor ... See more keywords