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Author Information
Evelyn Zuniga (Microsoft Research)
Stephanie Milani (Carnegie Mellon University)
Katja Hofmann (Microsoft Research)
Dr. Katja Hofmann is a Principal Researcher at the [Game Intelligence](http://aka.ms/gameintelligence/) group at [Microsoft Research Cambridge, UK](https://www.microsoft.com/en-us/research/lab/microsoft-research-cambridge/). There, she leads a research team that focuses on reinforcement learning with applications in modern video games. She and her team strongly believe that modern video games will drive a transformation of how we interact with AI technology. One of the projects developed by her team is [Project Malmo](https://www.microsoft.com/en-us/research/project/project-malmo/), which uses the popular game Minecraft as an experimentation platform for developing intelligent technology. Katja's long-term goal is to develop AI systems that learn to collaborate with people, to empower their users and help solve complex real-world problems. Before joining Microsoft Research, Katja completed her PhD in Computer Science as part of the [ILPS](https://ilps.science.uva.nl/) group at the [University of Amsterdam](https://www.uva.nl/en). She worked with Maarten de Rijke and Shimon Whiteson on interactive machine learning algorithms for search engines.
More from the Same Authors
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2022 : Contextual Squeeze-and-Excitation »
Massimiliano Patacchiola · John Bronskill · Aliaksandra Shysheya · Katja Hofmann · Sebastian Nowozin · Richard Turner -
2022 : Imitating Human Behaviour with Diffusion Models »
Tim Pearce · Tabish Rashid · Anssi Kanervisto · David Bignell · Mingfei Sun · Raluca Georgescu · Sergio Valcarcel Macua · Shan Zheng Tan · Ida Momennejad · Katja Hofmann · Sam Devlin -
2023 Poster: BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks »
Stephanie Milani · Anssi Kanervisto · Karolis Ramanauskas · Sander Schulhoff · Brandon Houghton · Rohin Shah -
2023 Oral: BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks »
Stephanie Milani · Anssi Kanervisto · Karolis Ramanauskas · Sander Schulhoff · Brandon Houghton · Rohin Shah -
2022 Poster: Uni[MASK]: Unified Inference in Sequential Decision Problems »
Micah Carroll · Orr Paradise · Jessy Lin · Raluca Georgescu · Mingfei Sun · David Bignell · Stephanie Milani · Katja Hofmann · Matthew Hausknecht · Anca Dragan · Sam Devlin -
2022 Poster: Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification »
Massimiliano Patacchiola · John Bronskill · Aliaksandra Shysheya · Katja Hofmann · Sebastian Nowozin · Richard Turner -
2021 : Towards RL applications in video games and with human users »
Katja Hofmann -
2021 : IGLU: Interactive Grounded Language Understanding in a Collaborative Environment + Q&A »
Julia Kiseleva · Ziming Li · Mohammad Aliannejadi · Maartje Anne ter Hoeve · Mikhail Burtsev · Alexey Skrynnik · Artem Zholus · Aleksandr Panov · Katja Hofmann · Kavya Srinet · arthur szlam · Michel Galley · Ahmed Awadallah -
2021 : BASALT: A MineRL Competition on Solving Human-Judged Task + Q&A »
Rohin Shah · Cody Wild · Steven Wang · Neel Alex · Brandon Houghton · William Guss · Sharada Mohanty · Stephanie Milani · Nicholay Topin · Pieter Abbeel · Stuart Russell · Anca Dragan -
2021 : Diamond: A MineRL Competition on Training Sample-Efficient Agents + Q&A »
William Guss · Alara Dirik · Byron Galbraith · Brandon Houghton · Anssi Kanervisto · Noboru Kuno · Stephanie Milani · Sharada Mohanty · Karolis Ramanauskas · Ruslan Salakhutdinov · Rohin Shah · Nicholay Topin · Steven Wang · Cody Wild -
2021 Poster: Grounding Spatio-Temporal Language with Transformers »
Tristan Karch · Laetitia Teodorescu · Katja Hofmann · Clément Moulin-Frier · Pierre-Yves Oudeyer -
2021 Poster: Memory Efficient Meta-Learning with Large Images »
John Bronskill · Daniela Massiceti · Massimiliano Patacchiola · Katja Hofmann · Sebastian Nowozin · Richard Turner -
2020 : Introduction and results of the 2020 MineRL Competition »
William Guss · Stephanie Milani · Nicholay Topin -
2020 Workshop: Competition Track Saturday »
Hugo Jair Escalante · Katja Hofmann -
2020 : NeurIPS RL Competitions: MineRL »
William Guss · Stephanie Milani -
2020 Workshop: Competition Track Friday »
Hugo Jair Escalante · Katja Hofmann -
2020 : Opening - Competition Track Session »
Katja Hofmann · Hugo Jair Escalante -
2020 : Discussion Panel: Hugo Larochelle, Finale Doshi-Velez, Devi Parikh, Marc Deisenroth, Julien Mairal, Katja Hofmann, Phillip Isola, and Michael Bowling »
Hugo Larochelle · Finale Doshi-Velez · Marc Deisenroth · Devi Parikh · Julien Mairal · Katja Hofmann · Phillip Isola · Michael Bowling -
2019 : Multi-Task Reinforcement Learning and Generalization »
Katja Hofmann -
2019 : The MineRL competition »
Misa Ogura · Joe Booth · Sophia Sun · Nicholay Topin · Brandon Houghton · William Guss · Stephanie Milani · Oriol Vinyals · Katja Hofmann · JIA KIM · Karolis Ramanauskas · Florian Laurent · Daichi Nishio · Anssi Kanervisto · Alexey Skrynnik · Artemij Amiranashvili · Christian Scheller · KAIXIN WANG · Yanick Schraner -
2019 : Catered Lunch and Poster Viewing (in Workshop Room) »
Gustavo Stolovitzky · Prabhu Pradhan · Pablo Duboue · Zhiwen Tang · Aleksei Natekin · Elizabeth Bondi-Kelly · Xavier Bouthillier · Stephanie Milani · Heimo Müller · Andreas T. Holzinger · Stefan Harrer · Ben Day · Andrey Ustyuzhanin · William Guss · Mahtab Mirmomeni -
2019 Poster: Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck »
Maximilian Igl · Kamil Ciosek · Yingzhen Li · Sebastian Tschiatschek · Cheng Zhang · Sam Devlin · Katja Hofmann -
2019 Poster: Better Exploration with Optimistic Actor Critic »
Kamil Ciosek · Quan Vuong · Robert Loftin · Katja Hofmann -
2019 Spotlight: Better Exploration with Optimistic Actor Critic »
Kamil Ciosek · Quan Vuong · Robert Loftin · Katja Hofmann -
2019 Poster: Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning »
David Janz · Jiri Hron · Przemysław Mazur · Katja Hofmann · José Miguel Hernández-Lobato · Sebastian Tschiatschek -
2019 Tutorial: Reinforcement Learning: Past, Present, and Future Perspectives »
Katja Hofmann -
2018 : How Players Speak to an Intelligent Game Character Using Natural Language Messages »
Katja Hofmann -
2017 : Panel: "How can we characterise the landscape of intelligent systems and locate human-like intelligence in it?" »
Josh Tenenbaum · Gary Marcus · Katja Hofmann -
2017 : Katja Hofmann: 'Video games and the road to collaborative AI' »
Katja Hofmann -
2016 Demonstration: Project Malmo - Minecraft for AI Research »
Katja Hofmann · Matthew A Johnson · Fernando Diaz · Alekh Agarwal · Tim Hutton · David Bignell · Evelyne Viegas