Zobrazeno 1 - 10
of 23
pro vyhledávání: '"BIGNOLD, Adam"'
The use of interactive advice in reinforcement learning scenarios allows for speeding up the learning process for autonomous agents. Current interactive reinforcement learning research has been limited to real-time interactions that offer relevant us
Externí odkaz:
http://arxiv.org/abs/2210.05187
Interactive reinforcement learning has allowed speeding up the learning process in autonomous agents by including a human trainer providing extra information to the agent in real-time. Current interactive reinforcement learning research has been limi
Externí odkaz:
http://arxiv.org/abs/2102.02441
Publikováno v:
Neural Computing and Applications, 1-16 (2022)
Interactive reinforcement learning proposes the use of externally-sourced information in order to speed up the learning process. When interacting with a learner agent, humans may provide either evaluative or informative advice. Prior research has foc
Externí odkaz:
http://arxiv.org/abs/2009.09575
Autor:
Bignold, Adam, Cruz, Francisco, Taylor, Matthew E., Brys, Tim, Dazeley, Richard, Vamplew, Peter, Foale, Cameron
A long-term goal of reinforcement learning agents is to be able to perform tasks in complex real-world scenarios. The use of external information is one way of scaling agents to more complex problems. However, there is a general lack of collaboration
Externí odkaz:
http://arxiv.org/abs/2007.01544
Autor:
Bignold, Adam1 (AUTHOR), Cruz, Francisco2,3 (AUTHOR) francisco.cruz@deakin.edu.au, Dazeley, Richard2 (AUTHOR), Vamplew, Peter1 (AUTHOR), Foale, Cameron1 (AUTHOR)
Publikováno v:
Neural Computing & Applications. Nov2023, Vol. 35 Issue 32, p23411-23428. 18p.
Human engagement providing evaluative and informative advice for interactive reinforcement learning.
Autor:
Bignold, Adam1 (AUTHOR), Cruz, Francisco2,3 (AUTHOR) francisco.cruz@deakin.edu.au, Dazeley, Richard2 (AUTHOR), Vamplew, Peter1 (AUTHOR), Foale, Cameron1 (AUTHOR)
Publikováno v:
Neural Computing & Applications. Sep2023, Vol. 35 Issue 25, p18215-18230. 16p.
Publikováno v:
In Engineering Applications of Artificial Intelligence April 2021 100
Autor:
Bignold, Adam, Cruz, Francisco, Taylor, Matthew E., Brys, Tim, Dazeley, Richard, Vamplew, Peter, Foale, Cameron
Publikováno v:
Journal of Ambient Intelligence & Humanized Computing; Apr2023, Vol. 14 Issue 4, p3621-3644, 24p
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.