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I wonder if it’s possible to incorporate a monkey see monkey do aspect to the learning algorithm that could observe human’s playing the game and incorporate tha
by homieg33 7y ago
I wonder if it’s possible to incorporate a monkey see monkey do aspect to the learning algorithm that could observe human’s playing the game and incorporate that information into its models?
- visarga 7y agoYes, it's called imitation learning and is a subfield of reinforcement learning. The problem is that even a small error could gradually accumulate and cause the sequence of actions to diverge. RL agents learn not just how to act in a given situation but also to evaluate possible actions, situations and even to model the environment. That way they can adapt dynamically instead of diverging from the optimal actions.
- homieg33 7y agoInteresting, ideally it uses the observed human behaviors to seed/inform it’s own attempts as a shortcut to advanced behavior without the many millions of generations needed.
- deleted 7y ago[deleted]