7.8k citations · 9.1k across the 24 of their papers we have counts for
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cs.LG2021★ 7 cited
Shaking the foundations: delusions in sequence models for interaction and control
Pedro A. Ortega, Markus Kunesch, Grégoire Delétang +16
The recent phenomenal success of language models has reinvigorated machine learning research, and large sequence models such as transformers are being applied to a variety of domai…
cs.AI2021
Reinforcement Learning with Information-Theoretic Actuation
Elliot Catt, Marcus Hutter, Joel Veness
Reinforcement Learning formalises an embodied agent's interaction with the environment through observations, rewards and actions. But where do the actions come from? Actions are of…