7 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 1 cited
Final Adaptation Reinforcement Learning for N-Player Games
Wolfgang Konen, Samineh Bagheri
This paper covers n-tuple-based reinforcement learning (RL) algorithms for games. We present new algorithms for TD-, SARSA- and Q-learning which work seamlessly on various games wi…
stat.ML2019
SACOBRA with Online Whitening for Solving Optimization Problems with High Conditioning
Samineh Bagheri, Wolfgang Konen, Thomas Bäck
Real-world optimization problems often have expensive objective functions in terms of cost and time. It is desirable to find near-optimal solutions with very few function evaluatio…
math.OC2015★ 7 cited
Solving the G-problems in less than 500 iterations: Improved efficient constrained optimization by surrogate modeling and adaptive parameter control
Samineh Bagheri, Wolfgang Konen, Michael Emmerich +1
Constrained optimization of high-dimensional numerical problems plays an important role in many scientific and industrial applications. Function evaluations in many industrial appl…