Output details
11 - Computer Science and Informatics
Imperial College London
Output title
Argumentation-Based Reinforcement Learning for RoboCup Soccer Keepaway
Type
E - Conference contribution
Name of conference/published proceedings
20th European Conference on Artificial Intelligence (ECAI'12)
Volume number
242
Issue number
-
First page of article
342
ISSN of proceedings
0922-6389
Year of publication
2012
URL
-
Number of additional authors
2
Additional information
<22>
The paper integrates a form of argumentation into Reinforcement Learning, in a context of an existing robo-cup setting, and shows, with extensive experimentation, that the new method outperforms standard Reinforcement Learning. The paper opens a new direction of research.
Research student: Yang Gao.
ECAI is the top conference for AI research in Europe. Submitted papers: 563. Acceptance rate 28%.
Interdisciplinary
-
Cross-referral requested
-
Research group
A - Logic and Artificial Intelligence
Citation count
0
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
