Implicit Finite-Horizon Approximation and Efficient Optimal Algorithms for Stochastic Shortest Path

Liyu Chen, Mehdi Jafarnia-Jahromi, Rahul Jain +1

We introduce a generic template for developing regret minimization algorithms in the Stochastic Shortest Path (SSP) model, which achieves minimax optimal regret as long as certain…