31 citations · 67 across the 10 of their papers we have counts for
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cs.AI2016★ 4 cited
Reinforcement Learning With Temporal Logic Rewards
Xiao Li, Cristian-Ioan Vasile, Calin Belta
Reinforcement learning (RL) depends critically on the choice of reward functions used to capture the de- sired behavior and constraints of a robot. Usually, these are handcrafted b…
cs.AI2016★ 2 cited
A Hierarchical Reinforcement Learning Method for Persistent Time-Sensitive Tasks
Xiao Li, Calin Belta
Reinforcement learning has been applied to many interesting problems such as the famous TD-gammon and the inverted helicopter flight. However, little effort has been put into devel…