66 citations · 167 across the 9 of their papers we have counts for
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cs.LG2017
Transferring Agent Behaviors from Videos via Motion GANs
Ashley D. Edwards, Charles L. Isbell
A major bottleneck for developing general reinforcement learning agents is determining rewards that will yield desirable behaviors under various circumstances. We introduce a gener…
cs.AI2017★ 7 cited
Cross-Domain Perceptual Reward Functions
Ashley D. Edwards, Srijan Sood, Charles L. Isbell
In reinforcement learning, we often define goals by specifying rewards within desirable states. One problem with this approach is that we typically need to redefine the rewards eac…