Sotabase

Career

· Research Scientist, Google DeepMind2023–
· Graduate Student Instructor, UC Berkeley2021–2022

Publications (76)

Adversarial Policies: Attacking Deep Reinforcement Learning
International Conference on Learning Representations · 2019
405
cited
Genie: Generative Interactive Environments
International Conference on Machine Learning · 2024
377
cited
Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design
Neural Information Processing Systems · 2020
293
cited
Feelings of loneliness among adults with mental disorder
Social Psychiatry and Psychiatric Epidemiology · 2012
270
cited
Personal debt and suicidal ideation
Psychological Medicine · 2010
193
cited
Evolving Curricula with Regret-Based Environment Design
International Conference on Machine Learning · 2022
166
cited
Victims of bullying in childhood and suicide attempts in adulthood
European psychiatry · 2011
160
cited
Suicide attempts, gender, and sexual abuse: data from the 2000 British Psychiatric Morbidity Survey.
American Journal of Psychiatry · 2009
152
cited
Replay-Guided Adversarial Environment Design
Neural Information Processing Systems · 2021
130
cited
Mortality and suicide after non-fatal self-poisoning: 16-year outcome study
British Journal of Psychiatry · 2005
119
cited
Suicidal Ideation, Self-Harm And Attempted Suicide: Results From The British Psychiatric Morbidity Survey 2000
European psychiatry · 2010
116
cited
Multi-Agent Risks from Advanced AI
arXiv.org · 2025
88
cited
The spectrum of suicidal ideation in Great Britain: comparisons across a 16–74 years age range
Psychological Medicine · 2007
74
cited
Quantifying Differences in Reward Functions
International Conference on Learning Representations · 2020
73
cited
Self-harm in older people with depression: comparison of social factors, life events and symptoms.
The British journal of psychiatry : the journal of mental science · 2005
65
cited
The influence of limitation in activity of daily living and physical health on suicidal ideation: results from a population survey of Great Britain
Social Psychiatry and Psychiatric Epidemiology · 2009
62
cited
A comparison of clock and pentagon drawing in Alzheimer's disease
1995
59
cited
Open-Endedness is Essential for Artificial Superhuman Intelligence
International Conference on Machine Learning · 2024
58
cited
Self-Poisoning Patients Discharged from Accident and Emergency: Risk Factors and Outcome
Journal of the Royal College of Physicians of London · 1991
57
cited
Physical ill health, disability, dependence and depression: results from the 2007 national survey of psychiatric morbidity among adults in England.
Disability and Health Journal · 2012
56
cited
Sotabase