8 citations · 19 across the 5 of their papers we have counts for
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cs.LG2018★ 4 cited
Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior
Zi Wang, Beomjoon Kim, Leslie Pack Kaelbling
Bayesian optimization usually assumes that a Bayesian prior is given. However, the strong theoretical guarantees in Bayesian optimization are often regrettably compromised in pract…
cs.LG2018★ 2 cited
Learning sparse relational transition models
Victoria Xia, Zi Wang, Leslie Pack Kaelbling
We present a representation for describing transition models in complex uncertain domains using relational rules. For any action, a rule selects a set of relevant objects and compu…