22 citations · 63 across the 12 of their papers we have counts for
Showing 2020 · cs.LGShow all
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cs.LG2020★ 22 cited
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design
Michael Dennis, Natasha Jaques, Eugene Vinitsky +4
A wide range of reinforcement learning (RL) problems - including robustness, transfer learning, unsupervised RL, and emergent complexity - require specifying a distribution of task…
cs.LG2020
Quantifying Differences in Reward Functions
Adam Gleave, Michael Dennis, Shane Legg +2
For many tasks, the reward function is inaccessible to introspection or too complex to be specified procedurally, and must instead be learned from user data. Prior work has evaluat…