Luisa Zintgraf
University of Oxford
H-index: 17
Europe-United Kingdom
Top articles of Luisa Zintgraf
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Brief Guide to Multi-Objective Reinforcement Learning and Planning | Conor F Hayes Roxana Rădulescu Eugenio Bargiacchi Johan Kallstrom Matthew Macfarlane | 2023/5/30 | |
A survey of meta-reinforcement learning | arXiv preprint arXiv:2301.08028 | Jacob Beck Risto Vuorio Evan Zheran Liu Zheng Xiong Luisa Zintgraf | 2023/1/19 |
A practical guide to multi-objective reinforcement learning and planning | Autonomous Agents and Multi-Agent Systems | Conor F Hayes Roxana Rădulescu Eugenio Bargiacchi Johan Källström Matthew Macfarlane | 2022/4 |
Prospect pruning: Finding trainable weights at initialization using meta-gradients | arXiv preprint arXiv:2202.08132 | Milad Alizadeh Shyam A Tailor Luisa M Zintgraf Joost van Amersfoort Sebastian Farquhar | 2022/2/16 |
Fast adaptation via meta reinforcement learning | Luisa Zintgraf | 2022 | |
Generalized beliefs for cooperative AI | Darius Muglich Luisa M Zintgraf Christian A Schroeder De Witt Shimon Whiteson Jakob Foerster | 2022/6/28 | |
Communicating via markov decision processes | Samuel Sokota Christian A Schroeder De Witt Maximilian Igl Luisa M Zintgraf Philip Torr | 2022/6/28 | |
Interactive agent | 2022/4/14 | ||
A Self-Supervised Auxiliary Loss for Deep RL in Partially Observable Settings | arXiv preprint arXiv:2104.08492 | Eltayeb Ahmed Luisa Zintgraf Christian A Schroeder de Witt Nicolas Usunier | 2021/4/17 |
Varibad: Variational bayes-adaptive deep rl via meta-learning | Journal of Machine Learning Research | Luisa Zintgraf Sebastian Schulze Cong Lu Leo Feng Maximilian Igl | 2021 |
Orbit: A real-world few-shot dataset for teachable object recognition | Daniela Massiceti Luisa Zintgraf John Bronskill Lida Theodorou Matthew Tobias Harris | 2021 | |
Deep Interactive Bayesian Reinforcement Learning via Meta-Learning | arXiv preprint arXiv:2101.03864 | Luisa Zintgraf Sam Devlin Kamil Ciosek Shimon Whiteson Katja Hofmann | 2021/1/11 |
On the practical consistency of meta-reinforcement learning algorithms | Zheng Xiong Luisa Zintgraf Jacob Beck Risto Vuorio Shimon Whiteson | 2021/12/1 | |
Interactive multi-objective reinforcement learning in multi-armed bandits with gaussian process utility models | Diederik M Roijers Luisa M Zintgraf Pieter Libin Mathieu Reymond Eugenio Bargiacchi | 2021 | |
Disability-first dataset creation: Lessons from constructing a dataset for teachable object recognition with blind and low vision data collectors | Lida Theodorou Daniela Massiceti Luisa Zintgraf Simone Stumpf Cecily Morrison | 2021/10/17 | |
Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning | Luisa M Zintgraf Leo Feng Cong Lu Maximilian Igl Kristian Hartikainen | 2021/7/1 |
Co-Authors
