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math.OC2019
Topological Approximate Dynamic Programming under Temporal Logic Constraints
Lening Li, Jie Fu
In this paper, we develop a Topological Approximate Dynamic Programming (TADP) method for planningin stochastic systems modeled as Markov Decision Processesto maximize the probabil…
math.OC2018
Approximate Dynamic Programming with Probabilistic Temporal Logic Constraints
Lening Li, Jie Fu
In this paper, we develop approximate dynamic programming methods for stochastic systems modeled as Markov Decision Processes, given both soft performance criteria and hard constra…