215 citations · 522 across the 10 of their papers we have counts for
Showing 2020 · cs.AIShow all
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cs.AI2020★ 11 cited
Reinforcement Learning Under Moral Uncertainty
Adrien Ecoffet, Joel Lehman
An ambitious goal for machine learning is to create agents that behave ethically: The capacity to abide by human moral norms would greatly expand the context in which autonomous ag…
cs.AI2020★ 215 cited
First return, then explore
Adrien Ecoffet, Joost Huizinga, Joel Lehman +2
The promise of reinforcement learning is to solve complex sequential decision problems autonomously by specifying a high-level reward function only. However, reinforcement learning…