15 citations · 18 across the 3 of their papers we have counts for
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cs.AI2019★ 15 cited
Q-Learning for Continuous Actions with Cross-Entropy Guided Policies
Riley Simmons-Edler, Ben Eisner, Eric Mitchell +2
Off-Policy reinforcement learning (RL) is an important class of methods for many problem domains, such as robotics, where the cost of collecting data is high and on-policy methods…
cs.AI2018★ 3 cited
Program Synthesis Through Reinforcement Learning Guided Tree Search
Riley Simmons-Edler, Anders Miltner, Sebastian Seung
Program Synthesis is the task of generating a program from a provided specification. Traditionally, this has been treated as a search problem by the programming languages (PL) comm…