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.AI2016
On Avoidance Learning with Partial Observability
Tom J. Ameloot
We study a framework where agents have to avoid aversive signals. The agents are given only partial information, in the form of features that are projections of task states. Additi…