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Reinforcement Learning

This class was created by Brainscape user Anthony Shaoxuan Zhang. Visit their profile to learn more about the creator.

By: Anthony Shaoxuan Zhang
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Decks in this class (10)

W1 Intro
Reinforcement learning which of t...,
You are teaching an algorithm to ...
2  cards
W2 MDP & Tabular Value-based
What is the 5 tuple of a markov d...,
Value based methods policy based ...,
Actions rewards learning in a tre...
25  cards
W3 Deep Value-based
What is gym,
What are the stable baselines,
The loss function of dqn uses the...
20  cards
W4 Policy-based
Why are value based methods dicul...,
What is mujoco can you name a few...,
What is an advantage of policy ba...
13  cards
W5 Model-based RL
What is model based rl,
Why may the sample complexity of ...,
Which functions are part of the d...
13  cards
W6 Two Agent RL
What are the differences between ...,
More details about alphago zero,
How was stability achieved in alp...
21  cards
W7 Multi Agent RL
Why is there so much interest in ...,
What is one of the main challenge...,
What is a nash strategy
19  cards
W8 Hierachical RL
1 why can hierarchical reinforcem...,
Why may hierarchical reinforcemen...,
Is hierachical reinforcement more...
11  cards
W9 Meta-Learning
What is the difference between me...,
What is the reason for the intere...,
What are foundation models
15  cards
W10 Future RL & Wrap-up
Tabular rl key words,
1 deep learning brings what to rl...,
Model based method summary
4  cards

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Reinforcement Learning

  • Class purpose General learning

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