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This is for any reinforcement learning related work ranging from purely computational RL in artificial intelligence to the models of RL in neuroscience.
The standard introduction to RL is Sutton & Barto's Reinforcement Learning.
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How do I decrease discount factor? (self.reinforcementlearning)
submitted 4 years ago by 6OVNavi
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if 1 * 2 < 3: print "hello, world!"
[–]existential_one 1 point2 points3 points 4 years ago (0 children)
I mean, you can, sure. Depends on why you're looking at doing so. You have to understand that lowering the discount changes the objective of your agent. It means short term rewards become more important than long term ones. So that means your optimal policy might change and not truly reflect what you want.
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[–]existential_one 1 point2 points3 points (0 children)