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tmaric

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reinforcement-learning

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Questions (11)

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4	What introductory books to reinforcement learning do you know, and how do they approach this topic?
3	How do we express $q_\pi(s,a)$ as a function of $p(s',r\|s,a)$ and $v_\pi(s)$?
3	What is the solution to the exercise 3.11 in the RL book by Sutton and Barto
2	How to combine two differently equally important signals into the reward function, that have different scales?
2	Understanding the “unroling” step in the proof of the policy gradient theorem

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Reputation (332)

+10	What introductory books to reinforcement learning do you know, and how do they approach this topic?
+20	How to combine two differently equally important signals into the reward function, that have different scales?
+10	What introductory books to reinforcement learning do you know, and how do they approach this topic?
+10	Understanding the “unroling” step in the proof of the policy gradient theorem

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Answers (2)

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1	What introductory books to reinforcement learning do you know, and how do they approach this topic?
0	Isn't a simulation a great model for model-based reinforcement learning?

Tags (17)

1 reinforcement-learning × 13	0 definitions
1 reference-request × 3	0 reward-design
1 books × 2	0 pomdp
0 value-functions × 3	0 policy-based-methods
0 reward-functions	0 policy-gradients

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Bookmarks (2)

Votes Activity Newest Views Added

3	Proof of Maximization Bias in Q-learning?
1	How to choose an RL algorithm for a Gridworld that models a much more complex problem

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