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Could u give your opinion on Starcraft2 mastery as the next level? So this includes opponents, long term goals, short term combinatoric optimizations, etc. But
by yazr 8y ago
Could u give your opinion on Starcraft2 mastery as the next level?
So this includes opponents, long term goals, short term combinatoric optimizations, etc. But it is still a very simple, discrete, well-defined world with clear rewards.
The consensus is that brute-force DRL is insufficient.
My question is, if we add some currently known modules such as relational reasoning, memory, attention, hierarchical attention (maybe even human demonstrations), plus deepmind-scale computing, can we expect to see a super-human SC2 agent soon ?
Or are we really waiting for a more radical mechanism ?
- iandanforth 8y agoGiven the performance of the DOTA2 bots I don't see any reason why PPO + fancy network architecture won't solve this as well. I expect OpenAI to publish on this in 2019 if not sooner.