Lenart Treven

Lenart Treven

Lenart Treven

PhD Student

ETH Zurich

lenart.treven@inf.ethz.ch

Automation makes our lives easier, who wouldn't like to contribute to its development?

Lenart Treven is a PhD student at ETH Zurich. His area of research is Continuous time Reinforcement Learning. Lenart studied Mathematics at the University of Ljubljana (Slovenia) for his Bachelor and did a Data Science Master at ETH Zurich. During his studies he was a software developer intern at XLAB, worked as a Data Scientist for ETH Juniors and was preparing high school students for various Mathematics competitions.

Scientific Publications

Miscellaneous

Fondamenti teorici

Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models

Lenart Treven

Collection

Inproceedings

Fondamenti teorici

Sistemi di energia

Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models

Lenart Treven

NCCR – People

Florian Dörfler

Florian Dörfler

Andreas Krause

Booktitle

Advances in Neural Information Processing Systems

Pages

29780-29793

Editore

Curran Associates, Inc.

Collection

Miscellaneous

Control in a data rich world

Fondamenti teorici

Efficient Exploration in Continuous-time Model-based Reinforcement Learning

Lenart Treven

Jonas Hübotter

Florian Dörfler

Florian Dörfler

Andreas Krause

Note

PRJ;Andreas Krause,RG;Krause group,Doerfler group,OA,DOI: 10.48550/arXiv.2310.19848,http://arxiv.org/abs/2310.19848v1;Website

2023

DOI Collection

Miscellaneous

Control in a data rich world

Fondamenti teorici

Optimistic Active Exploration of Dynamical Systems

Lenart Treven

Andreas Krause

Note

PRJ;Andreas Krause,RG;Krause group,OA,DOI: 10.48550/arXiv.2306.12371,http://arxiv.org/abs/2306.12371v2;Website

2023

DOI Collection

Miscellaneous

Control in a data rich world

Fondamenti teorici

Efficient Exploration in Continuous-time Model-based Reinforcement Learning

Lenart Treven

Jonas Hübotter

Florian Dörfler

Florian Dörfler

Andreas Krause

Note

PRJ;Andreas Krause,RG;Krause group,Doerfler group,OA,DOI: 10.48550/arXiv.2310.19848,http://arxiv.org/abs/2310.19848v1;Website

2023

DOI Collection

Miscellaneous

Control in a data rich world

Fondamenti teorici

Optimistic Active Exploration of Dynamical Systems

Lenart Treven

Andreas Krause

Note

PRJ;Andreas Krause,RG;Krause group,OA,DOI: 10.48550/arXiv.2306.12371,http://arxiv.org/abs/2306.12371v2;Website

2023

DOI Collection

Miscellaneous

Control in a data rich world

Sistema energetico automatizzato end-to-end

Fondamenti teorici

Sistemi di energia

Bridging the Sim-to-Real Gap with Bayesian Inference

NCCR – People

Lenart Treven

Florian Dörfler

Florian Dörfler

Andreas Krause

Note

PRJ;Andreas Krause,Florian Doerfler,RG;Krause group,Doerfler group,DOI: 10.48550/arXiv.2403.16644,http://arxiv.org/abs/2403.16644v2;Website

2024

DOI Collection

Format17 Webmanufaktur