Zobrazeno 1 - 10
of 79
pro vyhledávání: '"Tim Kovacs"'
Publikováno v:
SICE Journal of Control, Measurement, and System Integration, Vol 11, Iss 4, Pp 321-330 (2018)
This paper introduces a reinforcement learning technique with an internal reward for a multi-agent cooperation task. The proposed methods is an extension of Q-learning which changes the ordinary (external) reward to the internal reward for agent-coop
Externí odkaz:
https://doaj.org/article/90b15bed24254bf3b66759fceb83b646
Publikováno v:
EAI Endorsed Transactions on Collaborative Computing, Vol 2, Iss 8, Pp 1-8 (2016)
This paper focuses on a multi-agent cooperation which is generally difficult to be achieved without sufficient information of other agents, and proposes the reinforcement learning method that introduces an internal reward for a multi-agent cooperatio
Externí odkaz:
https://doaj.org/article/e75af3a4110c43ada798e036ff209644
Publikováno v:
PLoS ONE, Vol 5, Iss 1, p e8934 (2010)
Phylogenetic trees are complex data forms that need to be graphically displayed to be human-readable. Traditional techniques of plotting phylogenetic trees focus on rendering a single static image, but increases in the production of biological data a
Externí odkaz:
https://doaj.org/article/bc6d75a5226546d3b93c8b0158a4aff6
Autor:
George T, Harea, Marianne, Thrailkill, Isabella, Garcia, Brendan M, Beely, Daniel S, Wendorff, Teryn R, Roberts, Thomas D, Golobish, Maryann, Gruda, Tim, Kovacs, Tamaz, Guliashvili, Phillip P, Chan, Ian J, Stewart, Kevin K, Chung, Teja, Guda, Andriy I, Batchinsky
Publikováno v:
Perfusion.
Patients with kidney failure are at risk for lethal complications from hyperkalemia. Resuscitation, medications, and hemodialysis are used to mitigate increased potassium (KA six-hour circulation study was carried out using KC, a NxStage (NxStage Med
Autor:
George T Harea, Marianne Thrailkill, Isabella Garcia, Brendan M Beely, Daniel S Wendorff, Teryn R Roberts, Thomas D Golobish, Maryann Gruda, Tim Kovacs, Tamaz Guliashvili, Phillip P Chan, Ian J Stewart, Kevin K Chung, Teja Guda, Andriy I Batchinsky
Publikováno v:
Perfusion. :026765912211301
Background Patients with kidney failure are at risk for lethal complications from hyperkalemia. Resuscitation, medications, and hemodialysis are used to mitigate increased potassium (K+) levels in circulating blood; however, these approaches may not
Publikováno v:
SICE Journal of Control, Measurement, and System Integration. 11:321-330
This paper introduces a reinforcement learning technique with an internal reward for a multi-agent cooperation task. The proposed methods is an extension of Q-learning which changes the ordinary (e...
Publikováno v:
Journal of Advanced Computational Intelligence and Intelligent Informatics. 21:856-867
The correctness rate of classification of neural networks is improved by deep learning, which is machine learning of neural networks, and its accuracy is higher than the human brain in some fields. This paper proposes the hybrid system of the neural
Publikováno v:
EAI Endorsed Transactions on Collaborative Computing, Vol 2, Iss 8, Pp 1-8 (2016)
BICT
BICT
This paper focuses on a multi-agent cooperation which is generally difficult to be achieved without sufficient information of other agents, and proposes the reinforcement learning method that introduces an internal reward for a multi-agent cooperatio
Publikováno v:
GECCO (Companion)
This paper proposes the novel Learning Classifier System (LCS) which can solve high-dimensional problems, and obtain human-readable knowledge by integrating deep neural networks as a compressor. In the proposed system named DCAXCSR, deep neural netwo
Publikováno v:
GECCO (Companion)
Accuracy based Learning Classifier System (XCS) prefers to generalize the classifiers that always acquire the same reward, because they make accurate reward predictions. However, real-world problems have noise, which means that classifiers may not re