4 days ago · Abstract— The traditional approach to POMDPs is to convert them into fully observed MDPs by considering a belief state as an information state.

4 days ago · (1) We have only fixed the marginal distribution of the randomization process. (ξt)t∈[0,T], but not the joint distribution. In particular, ξs and ξt are ...

2 days ago · However, emerging algorithms offer an opportunity to fuse these complementary measurements from multiple distinct modalities into a holistic, high-dimensional ...

5 days ago · Specifically, we show that clustering for mixed, multi-view data can be achieved using different data-specific convex losses with a joint fusion penalty.

3 days ago · The heuristic is iterative, and each iteration determines the allocation of resources to a singular substation that maximizes the ratio of expected marginal ...

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12 hours ago · In the group setting, the diagonal constraint on S translates to a group-block-diagonal constraint as before. In both cases, the entropy maximization program ...

3 days ago · This paper summarizes the natural mechanisms of diverse advanced nature-inspired intelligent computing paradigms, which provide valuable lessons for building ...

23 hours ago · We consider a migration corridor to be marginal if its treatment effect under a given prior has a non-trivial probability of exceeding or falling short of the ...

4 days ago · In this paper we show that a generalization of a popular motion planning puzzle called Lunar Lockout is computationally intractable. In particular, we show that ...