22 citations · 36 across the 7 of their papers we have counts for
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cs.LG2016
Learning with Value-Ramp
Tom J. Ameloot, Jan Van den Bussche
We study a learning principle based on the intuition of forming ramps. The agent tries to follow an increasing sequence of values until the agent meets a peak of reward. The result…
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…