most citedReducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor

2 citations · 2 across the 1 of their papers we have counts for

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cs.LG2023★ 2 cited

Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor

Julien Grand-Clément, Marek Petrik

We introduce the Blackwell discount factor for Markov Decision Processes (MDPs). Classical objectives for MDPs include discounted, average, and Blackwell optimality. Many existing…