maxq

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Here are 4 public repositories matching this topic...

aijunbai / taxi

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Hierarchical Online Planning and Reinforcement Learning on Taxi

reinforcement-learning planning mdp hierarchical-reinforcement-learning maxq maxq-op

Updated Oct 23, 2017
C++

Kirili4ik / HRL-taxi

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Solution for Taxi env using HRL (Hierarchical reinforcement learning) (2018)

python3 rl hierarchical-reinforcement-learning maxq

Updated Nov 3, 2019
Python

khaledfouda / Exploration-and-Implementation-of-the-MAXQ-andQlearning-algorithms-for-the-taxi-problem

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In this paper we re-define MAXQ and the taxi environment and Implement them in R. We then apply Qlearning to the same problem. Our conclusion is that MAXQ works as good as Qlearning for this problem. Our aim is illustrate the advantages of using hierarchical reinforcement learning methods.

r reinforcement-learning qlearning hierarchical-reinforcement-learning maxq taxi-v3