Aleksandra Faust

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authored a paper 10 months ago

Training Language Models to Self-Correct via Reinforcement Learning

Paper • 2409.12917 • Published Sep 19, 2024 • 141

authored 3 papers over 1 year ago

Stop Regressing: Training Value Functions via Classification for Scalable Deep RL

Paper • 2403.03950 • Published Mar 6, 2024 • 16

Evolving Rewards to Automate Reinforcement Learning

Paper • 1905.07628 • Published May 18, 2019 • 1

Levels of AGI for Operationalizing Progress on the Path to AGI

Paper • 2311.02462 • Published Nov 4, 2023 • 37

authored a paper almost 2 years ago

Automated Reinforcement Learning (AutoRL): A Survey and Open Problems

Paper • 2201.03916 • Published Jan 11, 2022 • 1

authored 4 papers about 2 years ago

A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis

Paper • 2307.12856 • Published Jul 24, 2023 • 36

Personality Traits in Large Language Models

Paper • 2307.00184 • Published Jul 1, 2023 • 20

CLUTR: Curriculum Learning via Unsupervised Task Representation Learning

Paper • 2210.10243 • Published Oct 19, 2022 • 1

SayTap: Language to Quadrupedal Locomotion

Paper • 2306.07580 • Published Jun 13, 2023 • 7