230 citations · 244 across the 10 of their papers we have counts for
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cs.AI2016★ 3 cited
Situational Awareness by Risk-Conscious Skills
Daniel J. Mankowitz, Aviv Tamar, Shie Mannor
Hierarchical Reinforcement Learning has been previously shown to speed up the convergence rate of RL planning algorithms as well as mitigate feature-based model misspecification (M…
cs.AI2016★ 230 cited
Bayesian Reinforcement Learning: A Survey
Mohammad Ghavamzadeh, Shie Mannor, Joelle Pineau +1
Bayesian methods for machine learning have been widely investigated, yielding principled methods for incorporating prior information into inference algorithms. In this survey, we p…