Hi, I'm graduating soon and looking for opportunities. If you know of any, let's chat!
Hi, I'm graduating soon and looking for opportunities. If you know of any, let's chat!
I am a dphil student at Whiteson Research Lab at University of Oxford. My research is focused on Meta-Reinforcement Learning (Meta-RL) and imitation learning. I'm excited about developing AI into a practical technology and I believe pushing these directions will help us get there.
Before joining WhiRL, I worked with Satinder Singh at the University of Michigan on meta-gradient reinforcement learning. And before that, I worked at SK-Telecom AI Research Lab in Seoul. I got my Master's in Computer Science at Aalto University, Finland. More recently, I interned at Qualcomm Research Amsterdam supervised by Taco Cohen and others last year.
Jake Beck and I were recently featured on TalkRL Podcast discussing meta-RL and our recent survey paper on it. If you are interested in the subject consider checking out our tutorial on meta-RL at AAAI 2024 in Vancouver.
Jacob Beck (equal contribution), Risto Vuorio (equal contribution), Evan Zheran Liu, Zheng Xiong, Luisa Zintgraf, Chelsea Finn, and Shimon Whiteson. Under review. 2023. paper
Matthew T. Jackson, Minqi Jiang, Jack Parker-Holder, Risto Vuorio, Chris Lu, Gregory Farquhar, Shimon Whiteson, and Jakob N. Foerster. NeurIPS. 2023. paper
Jacob Beck, Risto Vuorio, Zheng Xiong, and Shimon Whiteson. NeurIPS. 2023. paper
Risto Vuorio, Johann Brehmer, Hanno Ackermann, Daniel Dijkman, Taco Cohen, and Pim de Haan. Under review. 2022. paper
Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, and Shimon Whiteson. Conference on Robot Learning (CoRL). 2022. paper
Zeyu Zheng (equal contribution), Risto Vuorio (equal contribution), Richard Lewis, and Satinder Singh. AAAI. 2022. paper
Risto Vuorio, Jacob Beck, Gregory Farquhar, Jakob Foerster, Shimon Whiteson. NeurIPS Deep RL Workshop. 2021. paper
Risto Vuorio (equal contribution), Shao-Hua Sun (equal contribution), Hexiang Hu, and Joseph J. Lim. NeurIPS (Spotlight). 2019. paper
John Holler (equal contribution), Risto Vuorio (equal contribution), Tiancheng Jin, Satinder Singh, Zhiwei Qin, Jieping Ye, Xiaocheng Tang, Yan Jiao, and Chenxi Wang. ICDM Short Paper. 2019. paper
Fully funded via Scatcherd European Scholarship in conjunction with Engineering and Physical Sciences Research Council Studentship.
Minor: Mathematics
Thesis: Stream Processing on a Multi-core DSP with Open Event Machine
Minor: Software technology
Advised by Taco Cohen, Daniel Dijkman
Advised by Satinder Singh
Advised by Jiwon Kim, Joseph J. Lim
Advised by Alexander Jung
Advised by Vesa Hirvisalo, Heikki Saikkonen
Presenters: Jacob Beck, Risto Vuorio
Authors: Jacob Beck (equal contribution), Risto Vuorio (equal contribution), Evan Zheran Liu, Zheng Xiong, Luisa Zintgraf, Chelsea Finn, and Shimon Whiteson. Conference homepage
Presenters: Jacob Beck, Risto Vuorio
Authors: Jacob Beck (equal contribution), Risto Vuorio (equal contribution), Evan Zheran Liu, Zheng Xiong, Luisa Zintgraf, Chelsea Finn, and Shimon Whiteson. Tutorial homepage
Featured as a guest with Jake Beck on TalkRL Podcast.
NeurIPS Deep RL Workshop 2022.
ICLR 2023.
NeurIPS 2023.
ICML 2022.
AAAI 2021, 2022.
ICML Pre-Training Workshop 2022.
NeurIPS Deep Reinforcement Learning Workshop 2019, 2020, 2021.
TK Ventures 2022, 2023.