19 citations · 51 across the 18 of their papers we have counts for
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cs.LG2015
On the convergence of cycle detection for navigational reinforcement learning
Tom J. Ameloot, Jan Van den Bussche
We consider a reinforcement learning framework where agents have to navigate from start states to goal states. We prove convergence of a cycle-detection learning algorithm on a cla…
cs.NE2015★ 10 cited
Positive Neural Networks in Discrete Time Implement Monotone-Regular Behaviors
Tom J. Ameloot, Jan Van den Bussche
We study the expressive power of positive neural networks. The model uses positive connection weights and multiple input neurons. Different behaviors can be expressed by varying th…