Meeting a deadline: shortest paths on stochastic directed acyclic graphs with information gathering

Ann. Math. Artif. Intell., Volume 79, Issue 4, 2017, Pages 337-370.

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Abstract:

We consider the problem of an agent traversing a directed graph with the objective of maximizing the probability of reaching a goal node before a given deadline. Only the probability of the travel times of edges is known to the agent. The agent must balance between traversal actions towards the goal, and delays due to actions improving in...More

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