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I'm not that knowledgeable about the field, but it does look like similar ideas have been approached previously. Ex., 2011 paper on using NNs and MCTS to play t
by rcheu 11y ago
I'm not that knowledgeable about the field, but it does look like similar ideas have been approached previously. Ex., 2011 paper on using NNs and MCTS to play turn based strategy game Civilization II: http://dspace.mit.edu/openaccess-disseminate/1721.1/74248 http://dspace.mit.edu/openaccess-disseminate/1721.1/74248
- ludamad 11y agoIf there was no prior work that'd be the odder of the two scenarios. But I definitely didn't see anything that would make me think about applying it to abstract strategy games apart from some modest tries. Even during the games the weaknesses were revealed, so the efficacy is still very novel.