5 citations · 31 across the 19 of their papers we have counts for
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cs.AI2021
Safe Learning of Lifted Action Models
Brendan Juba, Hai S. Le, Roni Stern
Creating a domain model, even for classical, domain-independent planning, is a notoriously hard knowledge-engineering task. A natural approach to solve this problem is to learn a d…
cs.AI2021★ 4 cited
Probabilistic Generating Circuits
Honghua Zhang, Brendan Juba, Guy Van den Broeck
Generating functions, which are widely used in combinatorics and probability theory, encode function values into the coefficients of a polynomial. In this paper, we explore their u…