Search Results for author: Rares Iordan

Found 2 papers, 1 papers with code

A Unifying Variational Framework for Gaussian Process Motion Planning

1 code implementation2 Sep 2023 Lucas Cosier, Rares Iordan, Sicelukwanda Zwane, Giovanni Franzese, James T. Wilson, Marc Peter Deisenroth, Alexander Terenin, Yasemin Bekiroglu

To control how a robot moves, motion planning algorithms must compute paths in high-dimensional state spaces while accounting for physical constraints related to motors and joints, generating smooth and stable motions, avoiding obstacles, and preventing collisions.

Gaussian Processes Motion Planning

Investigating the Edge of Stability Phenomenon in Reinforcement Learning

no code implementations9 Jul 2023 Rares Iordan, Marc Peter Deisenroth, Mihaela Rosca

Recent progress has been made in understanding optimisation dynamics in neural networks trained with full-batch gradient descent with momentum with the uncovering of the edge of stability phenomenon in supervised learning.

Q-Learning reinforcement-learning +1

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