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Questions tagged [value-iteration]

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2
votes
1answer
31 views

Should the reward or the Q value be clipped for reinforcement learning

When extending reinforcement learning to the continuous states, continuous action case, we must use function approximators (linear or non-linear) to approximate the Q-value. It is well known that non-...
3
votes
1answer
27 views

In reinforcement learning, Is the optimal value (V*) corresponding to performing the best action in a given state?

it seems I am a little confused about the optimal value (V*) and optimal action-value (Q*) in reinforcement learning and just want some clarity because some blogs I read on Medium and GitHub are ...
4
votes
1answer
83 views

Reinforcement Learning (Fitted Q): Qn on Concept & Implementation

I hope to get some clarifications on Fitted Q-Learning ('FQL'). My Research So Far I've read Sutton's book (specifically, chp 6 to 10), Ernst et al and this paper. I know that ...