Olivia Watkins

6 papers · 2021–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 👑 Triple Crown

Venues

NeurIPS (3) ICML (2) ICLR (1)

Top co-authors

Pieter Abbeel (6) Yuqing Du (3) Trevor Darrell (3) Abhishek Gupta (2) Sam Toyer (2) Jacob Andreas (2) Justin Svegliato (2) Jessy Lin (1) Moonkyung Ryu (1) Luke Bailey (1)

Research topics

Artificial Intelligence (5) Core AI · Artificial Intelligence (4) Reinforcement Learning (3) Methods (3) Learning Paradigms (2) Computer Vision (1) Deep Learning (1) Machine Learning (1) Core AI · Computer Vision (1) Learning Types (1) Models (1)

Keywords

reinforcement learning (3) policy gradient (1) policy learning (1) text-to-image generation (1) reward function (1) intrinsic motivation (1) generative model (1) diffusion model (1) benchmark dataset (1) language model (1) exploration bonus (1) safety fine-tuning (1) attack success rate (1) goal generation (1) grounded language (1) prompt extraction (1) interactive feedback (1) harmfulness evaluation (1) offline dataset (1) prompt injection attack (1)

Papers

A StrongREJECT for Empty Jailbreaks NeurIPS 2024 Learning to Model the World With Language ICML 2024 Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game ICLR 2024 DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models NeurIPS 2023 Guiding Pretraining in Reinforcement Learning with Large Language Models ICML 2023 Teachable Reinforcement Learning via Advice Distillation NeurIPS 2021