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Researcher
Helene Plisnier
- Keywords:Computer science (incl. applied informatics)
- Disciplines:Natural sciences
Affiliations
- Artificial Intelligence (Research group)
Member
From1 Nov 2017 → Today - Informatics and Applied Informatics (Department)
Member
From1 Jan 2024 → Today - Informatics and Applied Informatics (Department)
Member
From1 Jan 2019 → 31 Dec 2023 - Informatics and Applied Informatics (Department)
Member
From1 Nov 2017 → 20 Oct 2022 - Faculty of Sciences and Bioengineering Sciences (Faculty)
Member
From17 Oct 2017 → 18 Apr 2023
Projects
1 - 1 of 1
- Robots behaving and learning safely around humansFrom1 Jan 2019 → 31 Dec 2023Funding: FWO fellowships
Publications
1 - 4 of 4
- Guiding the exploration strategy of a reinforcement learning agent(2023)
Authors: Helene Plisnier, Ann Nowe
Number of pages: 146 - Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics(2020)Series: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)Volume: 11908
Authors: Denis Steckelmacher, Helene Plisnier, Diederik M. Roijers, Ann Nowe
Pages: 19-34Number of pages: 16 - Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors(2019)Series: CEUR Workshop ProceedingsVolume: 2491
Authors: Helene Plisnier, Denis Steckelmacher, Diederik M. Roijers, Ann Nowe
Number of pages: 16 - Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets(2018)Series: AAAI Conference on Artificial Intelligence
Authors: Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Helene Plisnier, Ann Nowe
Pages: 4099-4106Number of pages: 8