62 citations · 205 across the 27 of their papers we have counts for
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cs.LG2019★ 48 cited
Reinforcement Learning with Convex Constraints
Sobhan Miryoosefi, Kianté Brantley, Hal Daumé +2
In standard reinforcement learning (RL), a learning agent seeks to optimize the overall reward. However, many key aspects of a desired behavior are more naturally expressed as cons…
cs.CL2019★ 62 cited
Non-Monotonic Sequential Text Generation
Sean Welleck, Kianté Brantley, Hal Daumé +1
Standard sequential generation methods assume a pre-specified generation order, such as text generation methods which generate words from left to right. In this work, we propose a…