PhD, research scientist @ Bosch center for AI
Publications
Multi-user communication networks: a coordinated multi-armed bandit approach
Orly Avner and Shie Mannor
IEEE Transactions on Networking, October 2019
Multi-user lax communications: a multi-armed bandit approach
Orly Avner and Shie Mannor
IEEE INFOCOM, April 2016
Concurrent bandits and Cognitive Radio Networks
Orly Avner and Shie Mannor
European Conference on Machine Learning, September 2014
2010 - present
Decoupling exploration and exploitation in multi-armed bandits
Orly Avner, Shie Mannor and Ohad Shamir
29th International Conference on Machine Learning, June 2012
Stochastic bandits with pathwise constraints
Orly Avner and Shie Mannor
50th IEEE Conference on Decision and Control, December 2011
2010 - present
Spike train decoding of analog signals with a biologically inspired encoding scheme
Orly Avner
M.Sc Thesis, May 2010