49 citations · 127 across the 28 of their papers we have counts for
5 papers · 1 filter
Centralized reward system gives rise to fast and efficient work sharing for intelligent Internet agents lacking direct communication
Zsolt Palotai, Sandor Mandusitz, Andras Lorincz
WWW has a scale-free structure where novel information is often difficult to locate. Moreover, Intelligent agents easily get trapped in this structure. Here a novel method is put f…
Reinforcement Learning with Linear Function Approximation and LQ control Converges
Istvan Szita, Andras Lorincz
Reinforcement learning is commonly used with function approximation. However, very few positive results are known about the convergence of function approximation based RL control a…
Kalman-filtering using local interactions
Barnabas Poczos, Andras Lorincz
There is a growing interest in using Kalman-filter models for brain modelling. In turn, it is of considerable importance to represent Kalman-filter in connectionist forms with loca…
Kalman filter control in the reinforcement learning framework
Istvan Szita, Andras Lorincz
There is a growing interest in using Kalman-filter models in brain modelling. In turn, it is of considerable importance to make Kalman-filters amenable for reinforcement learning.…
Temporal plannability by variance of the episode length
Balint Takacs, Istvan Szita, Andras Lorincz
Optimization of decision problems in stochastic environments is usually concerned with maximizing the probability of achieving the goal and minimizing the expected episode length.…