Zobrazeno 1 - 5
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pro vyhledávání: '"Céline Hocquette"'
Autor:
Céline Hocquette, Andrew Cropper
A magic value in a program is a constant symbol that is essential for the execution of the program but has no clear explanation for its choice. Learning programs with magic values is difficult for existing program synthesis approaches. To overcome th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9a4c3d7ab8db5eacbc2d49ec0a884fd1
Given the recent successes of Deep Learning in AI there has been increased interest in the role and need for explanations in machine learned theories. A distinct notion in this context is that of Michie's definition of Ultra-Strong Machine Learning (
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d014b72e055038cf058eb0a35f41668b
http://arxiv.org/abs/2009.06410
http://arxiv.org/abs/2009.06410
Autor:
Stephen Muggleton, Céline Hocquette
Recently, world-class human players have been outperformed in a number of complex two-person games (Go, Chess, Checkers) by Deep Reinforcement Learning systems. However, the data efficiency of the learning systems is unclear given that they appear to
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aadf845c98417f6a92ee57eea475c7a2
http://hdl.handle.net/10044/1/72911
http://hdl.handle.net/10044/1/72911
Autor:
Céline Hocquette, Stephen Muggleton
Publikováno v:
Inductive Logic Programming ISBN: 9783319999593
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3be72e4628cd31db774d10ed014732ff
https://doi.org/10.1007/978-3-319-99960-9_11
https://doi.org/10.1007/978-3-319-99960-9_11
Autor:
Stephen Muggleton, Céline Hocquette
Publikováno v:
Inductive Logic Programming ISBN: 9783319999593
ILP
ILP
In science, experiments are empirical observations allowing for the arbitration of competing hypotheses and knowledge acquisition. For a scientist that aims at learning an agent strategy, performing experiments involves costs. To that extent, the eff
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0acb5b5d2c2756259a0866b3d618f153
https://doi.org/10.1007/978-3-319-99960-9_3
https://doi.org/10.1007/978-3-319-99960-9_3