Tianmin Shu

Tianmin Shu

Massachusetts Institute of Technology

H-index: 18

North America-United States

About Tianmin Shu

Tianmin Shu, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Artificial Intelligence, Cognitive Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

COMBO: Compositional World Models for Embodied Multi-Agent Cooperation

Neural amortized inference for nested multi-agent reasoning

GOMA: Proactive Embodied Cooperative Communication via Goal-Oriented Mental Alignment

Language models meet world models: Embodied experiences enhance language models

Mmtom-qa: Multimodal theory of mind question answering

Language models, agent models, and world models: The law for machine reasoning and planning

The Cultural Psychology of Large Language Models: Is ChatGPT a Holistic or Analytic Thinker?

Building cooperative embodied agents modularly with large language models

Tianmin Shu Information

University

Position

Postdoc

Citations(all)

1406

Citations(since 2020)

1258

Cited By

450

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

22

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Tianmin Shu Skills & Research Interests

Artificial Intelligence

Cognitive Science

Top articles of Tianmin Shu

COMBO: Compositional World Models for Embodied Multi-Agent Cooperation

arXiv preprint arXiv:2404.10775

2024/4/16

Neural amortized inference for nested multi-agent reasoning

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/25

GOMA: Proactive Embodied Cooperative Communication via Goal-Oriented Mental Alignment

arXiv preprint arXiv:2403.11075

2024/3/17

Antonio Torralba
Antonio Torralba

H-Index: 15

Tianmin Shu
Tianmin Shu

H-Index: 10

Language models meet world models: Embodied experiences enhance language models

Advances in neural information processing systems

2024/2/13

Mmtom-qa: Multimodal theory of mind question answering

arXiv preprint arXiv:2401.08743

2024/1/16

Language models, agent models, and world models: The law for machine reasoning and planning

arXiv preprint arXiv:2312.05230

2023/12/8

Zhiting Hu
Zhiting Hu

H-Index: 33

Tianmin Shu
Tianmin Shu

H-Index: 10

The Cultural Psychology of Large Language Models: Is ChatGPT a Holistic or Analytic Thinker?

arXiv preprint arXiv:2308.14242

2023/8/28

Building cooperative embodied agents modularly with large language models

arXiv preprint arXiv:2307.02485

2023/7/5

Diagnosis, feedback, adaptation: A human-in-the-loop framework for test-time policy adaptation

2023/7/3

Zero-shot linear combinations of grounded social interactions with Linear Social MDPs

2023/2/7

Nopa: Neurally-guided online probabilistic assistance for building socially intelligent home assistants

2023/5/29

Social Attribution Guides Similarity Judgment of Abstract Scenes

Journal of Vision

2022/12/5

Stateful active facilitator: Coordination and environmental heterogeneity in cooperative multi-agent reinforcement learning

ICLR 2023

2022/10/4

Rlprompt: Optimizing discrete text prompts with reinforcement learning

arXiv preprint arXiv:2205.12548

2022/5/25

Incorporating rich social interactions into mdps

2022/5

Coordinating Policies Among Multiple Agents via an Intelligent Communication Channel

arXiv preprint arXiv:2205.10607

2022/5/21

Show me what you can do: Capability calibration on reachable workspace for human-robot collaboration

IEEE Robotics and Automation Letters

2022/1/25

Social interactions as recursive mdps

2021/12/30

Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning

2022/6/28

Tianmin Shu
Tianmin Shu

H-Index: 10

Pulkit Agrawal
Pulkit Agrawal

H-Index: 18

Perceiving social events in a physical world

Journal of Vision

2021/9/27

See List of Professors in Tianmin Shu University(Massachusetts Institute of Technology)

Co-Authors

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