1k citations · 2.2k across the 34 of their papers we have counts for
Showing 2016 · cs.AIShow all
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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★ 137 cited
A Deep Hierarchical Approach to Lifelong Learning in Minecraft
Chen Tessler, Shahar Givony, Tom Zahavy +2
We propose a lifelong learning system that has the ability to reuse and transfer knowledge from one task to another while efficiently retaining the previously learned knowledge-bas…