45 citations · 213 across the 48 of their papers we have counts for
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cs.AI2018★ 17 cited
Transfer of Deep Reactive Policies for MDP Planning
Aniket Bajpai, Sankalp Garg, Mausam
Domain-independent probabilistic planners input an MDP description in a factored representation language such as PPDDL or RDDL, and exploit the specifics of the representation for…
cs.AI2018★ 1 cited
Block-Value Symmetries in Probabilistic Graphical Models
Gagan Madan, Ankit Anand, Mausam +1
One popular way for lifted inference in probabilistic graphical models is to first merge symmetric states into a single cluster (orbit) and then use these for downstream inference,…