Sotabase

Career

· PhD Student, University of California, Berkeley2020–
· Master of Engineering (MEng), Massachusetts Institute of Technology (MIT)2019–2021
· Bachelor of Science (BS), Massachusetts Institute of Technology (MIT)2015–2020
· Intern, Amazon Robotics
· Intern, IBM
· Intern, Uber Advanced Technologies Group

Publications (15)

Personality Traits in Large Language Models
arXiv.org · 2023
185
cited
Moral Foundations of Large Language Models
Conference on Empirical Methods in Natural Language Processing · 2023
75
cited
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models
International Conference on Machine Learning · 2023
66
cited
A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning
International Conference on Machine Learning · 2020
65
cited
Virtual Personas for Language Models via an Anthology of Backstories
Conference on Empirical Methods in Natural Language Processing · 2024
36
cited
Context-Specific Representation Abstraction for Deep Option Learning
AAAI Conference on Artificial Intelligence · 2021
14
cited
Enhancing Personalized Multi-Turn Dialogue with Curiosity Reward
arXiv.org · 2025
12
cited
Basis for Intentions: Efficient Inverse Reinforcement Learning using Past Experience
arXiv.org · 2022
5
cited
Consistently Simulating Human Personas with Multi-Turn Reinforcement Learning
arXiv.org · 2025
5
cited
Defining Deception in Decision Making
Adaptive Agents and Multi-Agent Systems · 2024
4
cited
Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia
arXiv.org · 2025
4
cited
A psychometric framework for evaluating and shaping personality traits in large language models
Nature Machine Intelligence · 2025
3
cited
The Concordia Contest: Advancing the Cooperative Intelligence of Language Model Agents
2
cited
Blind Faith? User Preference and Expert Assessment of AI-Generated Religious Content
Conference on Fairness, Accountability and Transparency · 2025
1
cited
Evaluating & Reducing Deceptive Dialogue From Language Models with Multi-turn RL
arXiv.org · 2025
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Marwa Abdulhai | Researcher Profile | Sotabase | Sotabase