Name
Title | ||
|---|---|---|
Robust risk-averse multi-armed bandits with application in social engagement behavior of children with autism spectrum disorder while imitating a humanoid robot |
Abstract | ||
|---|---|---|
•Proposing a learning algorithm to improve the social engagement behaviors of children with autism.•The proposed algorithm is a risk-averse Multi-Armed Bandit algorithm based on Entropic Value-at-Risk.•Assessing our proposed algorithm on children with autism while imitating a robot’s movements.•Featuring the robustness, risk-avoidance, and better performance of the proposed algorithm.•Enhancing the social engagement behaviors of children with autism during task imitation. |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1016/j.ins.2021.05.067 | Information Sciences |
Keywords | DocType | Volume |
Multi-Armed Bandits,Risk-averse,Risk measure,Entropic Value-at-Risk,Autism Spectrum Disorder,Social engagement | Journal | 573 |
ISSN | Citations | PageRank |
0020-0255 | 0 | 0.34 |
References | Authors | |
0 | 4 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Azra Aryania | 1 | 0 | 0.34 |
| Hadi S. Aghdasi | 2 | 43 | 9.14 |
| Rasoul Heshmati | 3 | 0 | 0.34 |
| Andrea Bonarini | 4 | 623 | 76.73 |