项目作者: berberto

项目描述 :
Kullback-Leibler regularized shortest path on a random graph from RNA velocity data
高级语言: Python
项目地址: git://github.com/berberto/GraphMDP.git
创建时间: 2020-10-12T17:48:23Z
项目社区:https://github.com/berberto/GraphMDP

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Optimal control of random walk on a graph

Applications of MDP as in

Todorov, E. (2009). Efficient computation of optimal actions, PNAS 106 (28), pp 11478–11483

finding shortest path (with regularizations) to sets of nodes in a random graph.

Issues

When tradeoff = 10, normalization test of controlled transition probability fails probably just because of summation errors (5% error in norm). Yet, problem solved with high accuracy.