Louis Kirsch
Louis Kirsch has 2 papers in our library, in 2024–2026; often with Anja Surina, Dmitrii Khizbullin, Edward Hughes.
OpenAlex · ORCID · h-index 7 · 30 works · 439 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 91 times in our library · ⭐ Paper Stars ranking: #8575
Affiliations
🔬Dalle Molle Institute for Artificial Intelligence ResearchLugano ·
Switzerland2018–2026 · 17 papers🎓University of Applied Sciences and Arts of Southern SwitzerlandManno ·
Switzerland2018–2024 · 6 papers🎓Università della Svizzera italianaLugano ·
Switzerland2019–2024 · 5 papers🎓University of PotsdamPotsdam ·
Germany2017–2018 · 3 papers🎓University College LondonLondon ·
United Kingdom2018–2019 · 2 papers🔬Hasso Plattner InstitutePotsdam ·
Germany2017 · 2 papers
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksDecision Sciences · 1 workInformation Systems and Management · 1 work
Works by year
2020s
Papers
- Language Agents as Optimizable Graphs (2024 · 91 citations)
Prompting schemes for LLM agents, such as chain of thought, tree of thought, Reflexion and multi-agent role play, each tend to arrive with their own code base and hand-crafted workflow. - Training AI Scientists to Replicate Research (2026 · 2 citations)
Replicating published results is central to trustworthy science, but it is hard for AI agents. Papers leave out details, current models are mostly trained on well-defined problems, and replication offers no single metric to optimise. The authors built Replica, an automatically constructed task space. In each task, a…
Co-authors here
- Anja Surina
- Dmitrii Khizbullin
- Edward Hughes
- Jürgen Schmidhuber
- Kaloyan Aleksiev
- Mingchen Zhuge
- Wenyi Wang
Cited by
Updated
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