205 citations · 777 across the 38 of their papers we have counts for
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cs.LG2022★ 2 cited
Does Zero-Shot Reinforcement Learning Exist?
Ahmed Touati, Jérémy Rapin, Yann Ollivier
A zero-shot RL agent is an agent that can solve any RL task in a given environment, instantly with no additional planning or learning, after an initial reward-free learning phase.…
cs.LG2022★ 4 cited
Agnostic Physics-Driven Deep Learning
Benjamin Scellier, Siddhartha Mishra, Yoshua Bengio +1
This work establishes that a physical system can perform statistical learning without gradient computations, via an Agnostic Equilibrium Propagation (Aeqprop) procedure that combin…