50 citations · 66 across the 6 of their papers we have counts for
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cs.AI2018★ 4 cited
Safe Exploration in Markov Decision Processes with Time-Variant Safety using Spatio-Temporal Gaussian Process
Akifumi Wachi, Hiroshi Kajino, Asim Munawar
In many real-world applications (e.g., planetary exploration, robot navigation), an autonomous agent must be able to explore a space with guaranteed safety. Most safe exploration a…
cs.LG2018★ 50 cited
Molecular Hypergraph Grammar with its Application to Molecular Optimization
Hiroshi Kajino
Molecular optimization aims to discover novel molecules with desirable properties. Two fundamental challenges are: (i) it is not trivial to generate valid molecules in a controllab…