IDS learning phase may allocate too much memory for tasks with many actions

Issue #57 new
geisserf created an issue

If a planning task has a large number of actions (say, over 10000), then the IDS might consume too much memory by initializing the reward cache vector.
I'm still not completely sure about this problem, but will update this issue when the IPPC 2018 tasks are available.

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