Andi Peng

According to our database, Andi Peng authored at least 14 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Learning with Language-Guided State Abstractions.

Andi Peng, Ilia Sucholutsky, Belinda Z. Li, Theodore R. Sumers, Thomas L. Griffiths, Jacob Andreas, Julie A. Shah

CoRR, 2024

Preference-Conditioned Language-Guided Abstraction.

Andi Peng, Andreea Bobu, Belinda Z. Li, Theodore R. Sumers, Ilia Sucholutsky, Nishanth Kumar, Thomas L. Griffiths, Julie A. Shah

Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

Aligning Human and Robot Representations.

Andreea Bobu, Andi Peng, Pulkit Agrawal, Julie A. Shah, Anca D. Dragan

Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

2023

Getting aligned on representational alignment.

Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, Andi Peng, Andreea Bobu, Been Kim, Bradley C. Love, Erin Grant, Jascha Achterberg, Joshua B. Tenenbaum, Katherine M. Collins, Katherine L. Hermann, Kerem Oktar, Klaus Greff, Martin N. Hebart, Nori Jacoby, Qiuyi Zhang, Raja Marjieh, Robert Geirhos, Sherol Chen, Simon Kornblith, Sunayana Rane, Talia Konkle, Thomas P. O'Connell, Thomas Unterthiner, Andrew K. Lampinen, Klaus-Robert Müller, Mariya Toneva, Thomas L. Griffiths

CoRR, 2023

Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback.

Stephen Casper, Xander Davies, Claudia Shi, Thomas Krendl Gilbert, Jérémy Scheurer, Javier Rando, Rachel Freedman, Tomasz Korbak, David Lindner, Pedro Freire, Tony Wang, Samuel Marks, Charbel-Raphaël Ségerie, Micah Carroll, Andi Peng, Phillip J. K. Christoffersen, Mehul Damani, Stewart Slocum, Usman Anwar, Anand Siththaranjan, Max Nadeau, Eric J. Michaud, Jacob Pfau, Dmitrii Krasheninnikov, Xin Chen, Lauro Langosco, Peter Hase, Erdem Biyik, Anca D. Dragan, David Krueger, Dorsa Sadigh, Dylan Hadfield-Menell

CoRR, 2023

Aligning Robot and Human Representations.

Andreea Bobu, Andi Peng, Pulkit Agrawal, Julie Shah, Anca D. Dragan

CoRR, 2023

Human-Guided Complexity-Controlled Abstractions.

Andi Peng, Mycal Tucker, Eoin M. Kenny, Noga Zaslavsky, Pulkit Agrawal, Julie A. Shah

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation.

Andi Peng, Aviv Netanyahu, Mark K. Ho, Tianmin Shu, Andreea Bobu, Julie Shah, Pulkit Agrawal

Proceedings of the International Conference on Machine Learning, 2023

2022

Aligning Robot Representations with Humans.

Andreea Bobu, Andi Peng

CoRR, 2022

Strengthening Subcommunities: Towards Sustainable Growth in AI Research.

Andi Peng, Jessica Zosa Forde, Yonadav Shavit, Jonathan Frankle

CoRR, 2022

Investigations of Performance and Bias in Human-AI Teamwork in Hiring.

Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

The Perils of Objectivity: Towards a Normative Framework for Fair Judicial Decision-Making.

Andi Peng, Malina Simard-Halm

Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

Human-Machine Collaboration for Fast Land Cover Mapping.

Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

What You See Is What You Get? The Impact of Representation Criteria on Human Bias in Hiring.

Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Siddharth Suri, Ece Kamar

Proceedings of the Seventh AAAI Conference on Human Computation and Crowdsourcing, 2019