Francis Song
5 papers · 2018–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Reinforcement Learning
(4)
Core AI
(4)
Methods
(3)
Deep Learning
(2)
Learning Types
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
reinforcement learning
(2)
theory of mind
(2)
sequence modeling
(1)
multi-task learning
(1)
policy optimization
(1)
bayesian inference
(1)
policy gradient
(1)
prompt engineering
(1)
distributional reinforcement learning
(1)
harmful content
(1)
behavioral prediction
(1)
multi-objective optimization
(1)
language model
(1)
safety evaluation
(1)
red teaming
(1)
harmful content detection
(1)
robotics task
(1)
adversarial testing
(1)
agent modeling
(1)
mental state
(1)
Papers
Red Teaming Language Models with Language Models
EMNLP 2022
A distributional view on multi-objective policy optimization
ICML 2020
Stabilizing Transformers for Reinforcement Learning
ICML 2020
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning
ICML 2019
Machine Theory of Mind
ICML 2018