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A3C is only ever run on one game at a time[0]. This paper gets good performance on all games with the same agent [0] read as: I have only seen papers with 1 ag
by habitue 9y ago
A3C is only ever run on one game at a time[0]. This paper gets good performance on all games with the same agent
[0] read as: I have only seen papers with 1 agent per game for A3C
- cshenton 9y agoSo it can train on one game and play without training on a previously unseen (but also atari) game? That's pretty neat, DQN and A3C certainly can't do that.
- habitue 9y agoNo, in this case it is trained on all the games, but retains good scores on all of them. If you train basic AC3 in all the games, you'll get poor performance on all the games due to catastrophic forgetting