A Policy Gradient Algorithm for Learning to Learn in Multiagent Reinforcement Learning. - Dong-Ki Kim; Miao Liu 001; Matthew Riemer; Chuangchuang Sun; Marwa Abdulhai; Golnaz Habibi; Sebastian Lopez-Cot; Gerald Tesauro; Jonathan P. How (ICML, 2021)

Context-Specific Representation Abstraction for Deep Option Learning. - Marwa Abdulhai; Dong-Ki Kim; Matthew Riemer; Miao Liu 001; Gerald Tesauro; Jonathan P. How (AAAI, 2022)

Basis for Intentions: Efficient Inverse Reinforcement Learning using Past Experience. - Marwa Abdulhai; Natasha Jaques; Sergey Levine (CoRR, 2022)

Personality Traits in Large Language Models. - Mustafa Safdari; Greg Serapio-García; Clément Crepy; Stephen Fitz; Peter Romero; Luning Sun; Marwa Abdulhai; Aleksandra Faust; Maja J. Mataric (CoRR, 2023)

LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models. - Marwa Abdulhai; Isadora White; Charlie Snell; Charles Sun; Joey Hong; Yuexiang Zhai; Kelvin Xu; Sergey Levine (CoRR, 2023)

Defining Deception in Decision Making. - Marwa Abdulhai; Micah Carroll; Justin Svegliato; Anca D. Dragan; Sergey Levine (AAMAS, 2024)

Moral Foundations of Large Language Models. - Marwa Abdulhai; Gregory Serapio-García; Clément Crepy; Daria Valter; John Canny; Natasha Jaques (EMNLP, 2024)

Virtual Personas for Language Models via an Anthology of Backstories. - Suhong Moon; Marwa Abdulhai; Minwoo Kang; Joseph Suh; Widyadewi Soedarmadji; Eran Kohen Behar; David M. Chan (EMNLP, 2024)

Blind Faith? User Preference and Expert Assessment of AI-Generated Religious Content. - Sabriya Maryam Alam; Marwa Abdulhai; Niloufar Salehi (FAccT, 2025)

Enhancing Personalized Multi-Turn Dialogue with Curiosity Reward. - Yanming Wan; Jiaxing Wu; Marwa Abdulhai; Lior Shani; Natasha Jaques (CoRR, 2025)

Evaluating & Reducing Deceptive Dialogue From Language Models with Multi-turn RL. - Marwa Abdulhai; Ryan Cheng; Aryansh Shrivastava; Natasha Jaques; Yarin Gal; Sergey Levine (CoRR, 2025)

Consistently Simulating Human Personas with Multi-Turn Reinforcement Learning. - Marwa Abdulhai; Ryan Cheng; Donovan Clay; Tim Althoff; Sergey Levine; Natasha Jaques (CoRR, 2025)