NeurIPS 2024 Workshop Behavioral ML Submissions

PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences
Daiwei Chen, Yi Chen, Aniket Rege, Ramya Korlakai Vinayak
- Published: 10 Oct 2024, Last Modified: 17 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Optimizing Reward Models with Proximal Policy Exploration in Preference-Based Reinforcement Learning
Yiwen Zhu, Jinyi Liu, Yifu Yuan, Wenya Wei, Zhenxing Ge, qianyi fu, Zhou Fang, Yujing Hu, Bo An
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Rational Metareasoning for Large Language Models
C. Nicolò De Sabbata, Theodore Sumers, Thomas L. Griffiths
- Published: 10 Oct 2024, Last Modified: 20 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Predicting human decisions with behavioral theories and machine learning
Ori Plonsky, Reut Apel, Eyal Ert, Moshe Tennenholtz, David Bourgin, Joshua Peterson, Daniel Reichman, Thomas L. Griffiths, Stuart Russell, Evan Carter, James F. Cavanagh, Ido Erev
- Published: 10 Oct 2024, Last Modified: 28 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Evidence from the Synthetic Laboratory: Language Models as Auction Participants
Kehang Zhu, John Joseph Horton, Yanchen Jiang, David C. Parkes, Anand V. Shah
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
An Experimental Study of Competitive Market Behavior Through LLMs
Jingru Jia, Zehua Yuan
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Monitoring Behavioral Changes Using Spatiotemporal Graphs: A Case Study on the StudentLife Dataset
Anoushka Harit, Zhongtian Sun, Jongmin Yu, Noura Al Moubayed
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Cognitive Bias for Human-AI ad hoc Teamwork
Shray Bansal, Jin Xu, Miguel Morales, Jonathan Streater, Ayanna Howard, Charles Jr.
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Improving optimal control and estimation for realistic noise models of the sensorimotor system
Francesco Damiani, Akiyuki Anzai, Jan Drugowitsch, Gregory C DeAngelis, Rubén Moreno-Bote
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Multivariate Prediction of Human Behavior in Task fMRI
Alessandra Camassa, Joseph Park, Margot Wagner, Terrence Sejnowski, Gerald M Pao
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding
Yun-Shiuan Chuang, Nikunj Harlalka, Sameer Narendran, Alexander Cheung, Sizhe Gao, Siddharth Suresh, Junjie Hu, Timothy T. Rogers
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Analyzing Reward Functions via Trajectory Alignment
Calarina Muslimani, Suyog Chandramouli, Serena Booth, W. Bradley Knox, Matthew E. Taylor
- Published: 10 Oct 2024, Last Modified: 29 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
StepCountJITAI: simulation environment for RL with application to physical activity adaptive intervention
Karine Karine, Benjamin Marlin
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Debiasing Global Workspace: A Cognitive Neural Framework for Learning Debiased and Interpretable Representations
Jinyung Hong, Eun Som Jeon, Changhoon Kim, Keun Hee Park, Utkarsh Nath, Yezhou Yang, Pavan K. Turaga, Theodore P. Pavlic
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Measuring Implicit Bias in Explicitly Unbiased Large Language Models
Xuechunzi Bai, Angelina Wang, Ilia Sucholutsky, Thomas L. Griffiths
- Published: 10 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Meaning Through Motion: DUET – A Multimodal Dataset for Kinesics Analysis in Dyadic Activities
Cheyu Lin, Katherine A. Flanigan, Sirajum Munir
- Published: 10 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs
Navya Jain, Zekun Wu, CRISTIAN ENRIQUE MUNOZ VILLALOBOS, Airlie Hilliard, Adriano Koshiyama, Emre Kazim, Philip Colin Treleaven
- Published: 10 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Virtual Personas for Language Models via an Anthology of Backstories
Suhong Moon, Marwa Abdulhai, Minwoo Kang, Joseph Suh, Widyadewi Soedarmadji, Eran Kohen Behar, David Chan
- Published: 10 Oct 2024, Last Modified: 18 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
CoS: Enhancing Personalization with Context Steering
Sashrika Pandey, Jerry Zhi-Yang He, Mariah L Schrum, Anca Dragan
- Published: 10 Oct 2024, Last Modified: 29 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind
Haojun Shi, Suyu Ye, Xinyu Fang, Chuanyang Jin, Leyla Isik, Yen-Ling Kuo, Tianmin Shu
- Published: 10 Oct 2024, Last Modified: 27 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Non-local Exchange: Introduce Non-locality via Graph Re-wiring to Graph Neural Networks
Ziquan Wei, Guorong Wu
- Published: 10 Oct 2024, Last Modified: 28 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone
Ultimatum Bargaining: Algorithms vs. Humans
Ali Ozkes, Nobuyuki Hanaki, Dieter Vanderelst, Jurgen Willems
- Published: 10 Oct 2024, Last Modified: 19 Oct 2024
- NeurIPS 2024 Workshop on Behavioral ML
- Readers: Everyone