13 citations · 26 across the 12 of their papers we have counts for
5 papers · 1 filter
Local Ensemble Transform Kalman Filter: a non-stationary control law for complex adaptive optics systems on ELTs
Morgan Gray, Cyril Petit, Sergey Rodionov +3
We propose a new algorithm for an adaptive optics system control law which allows to reduce the computational burden in the case of an Extremely Large Telescope (ELT) and to deal w…
Universal Empathy and Ethical Bias for Artificial General Intelligence
Alexey Potapov, Sergey Rodionov
Rational agents are usually built to maximize rewards. However, AGI agents can find undesirable ways of maximizing any prior reward function. Therefore value learning is crucial fo…
Direct Uncertainty Estimation in Reinforcement Learning
Sergey Rodionov, Alexey Potapov, Yurii Vinogradov
Optimal probabilistic approach in reinforcement learning is computationally infeasible. Its simplification consisting in neglecting difference between true environment and its mode…
Extending Universal Intelligence Models with Formal Notion of Representation
Alexey Potapov, Sergey Rodionov
Solomonoff induction is known to be universal, but incomputable. Its approximations, namely, the Minimum Description (or Message) Length (MDL) principles, are adopted in practice i…
Universal Induction with Varying Sets of Combinators
Alexey Potapov, Sergey Rodionov
Universal induction is a crucial issue in AGI. Its practical applicability can be achieved by the choice of the reference machine or representation of algorithms agreed with the en…