Search Results for author: Gautam Vallabha

Found 3 papers, 1 papers with code

Latent Properties of Lifelong Learning Systems

no code implementations28 Jul 2022 Corban Rivera, Chace Ashcraft, Alexander New, James Schmidt, Gautam Vallabha

Creating artificial intelligence (AI) systems capable of demonstrating lifelong learning is a fundamental challenge, and many approaches and metrics have been proposed to analyze algorithmic properties.

reinforcement-learning Reinforcement Learning (RL)

Lifelong Learning Metrics

1 code implementation20 Jan 2022 Alexander New, Megan Baker, Eric Nguyen, Gautam Vallabha

The DARPA Lifelong Learning Machines (L2M) program seeks to yield advances in artificial intelligence (AI) systems so that they are capable of learning (and improving) continuously, leveraging data on one task to improve performance on another, and doing so in a computationally sustainable way.

Autonomous Driving

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