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cs.AI2023★ 1 cited
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations
Kailas Vodrahalli, James Zou
As generative AI becomes more prevalent, it is important to study how human users interact with such models. In this work, we investigate how people use text-to-image models to gen…
cs.AI2017★ 6 cited
The Effects of Memory Replay in Reinforcement Learning
Ruishan Liu, James Zou
Experience replay is a key technique behind many recent advances in deep reinforcement learning. Allowing the agent to learn from earlier memories can speed up learning and break u…