Ida Momennejad

Principal Researcher in Reinforcement Learning

论文与出版物

查看方式：

- A brain-inspired agentic architecture to improve planning with LLMs
  
  Taylor Webb, Shanka Subhra Mondal, Ida Momennejad
  
  Nature Communications | September 2025
  
  Publication
- Toward Human-AI Alignment in Large-Scale Multi-Player Games
  
  Sugandha Sharma, Guy Davidson, Khimya Khetarpal, Anssi Kanervisto, Udit Arora, Katja Hofmann, Ida Momennejad
  
  arXiv:2402.03575 | February 2024
  
  作者：Microsoft
  
  DOI 项目
- Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
  
  Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri, Hiteshi Sharma, Robert Osazuwa Ness, Nebojsa Jojic, Hamid Palangi, Jonathan Larson
  
  NeurIPS 2023 | October 2023
  
  Publication Publication
- A Prefrontal Cortex-inspired Architecture for Planning in Large Language Models
  
  Taylor Webb, S. S. Mondal, Chi Wang, Brian Krabach, Ida Momennejad
  
  September 2023
  
  DOI Publication
- In-Context Learning in Large Language Models: A Neuroscience-inspired Analysis of Representations
  
  Safoora Yousefi, Leo Betthauser, Hosein Hasanbeig, Akanksha Saran, Raphael Milliere, Ida Momennejad
  
  September 2023
  
  DOI Publication
- Imitating Human Behaviour with Diffusion Models
  
  Tim Pearce, Tabish Rashid, Anssi Kanervisto, Dave Bignell, Mingfei Sun, Raluca Stevenson, Sergio Valcarcel Macua, Shanzheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin
  
  ICLR 2023 | May 2023
  
  Publication
- Navigates Like Me: Understanding How People Evaluate Human-Like AI in Video Games
  
  Stephanie Milani, Arthur Juliani, Ida Momennejad, Raluca Stevenson, Jaroslaw Rzepecki, Alison Shaw, Gavin Costello, Fei Fang, Sam Devlin, Katja Hofmann
  
  CHI | April 2023
  
  Publication 项目
- Interaction-Grounded Learning with Action-Inclusive Feedback
  
  Tengyang Xie, Akanksha Saran, Dylan J Foster, Lekan P Molu, Ida Momennejad, Nan Jiang, Paul Mineiro, John Langford
  
  NeurIPS 2022 | November 2022
  
  Publication
- Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods
  
  Yi Wan, Harm van Seijen, Ida Momennejad, Sarath Chandar, Janarthanan Rajendran, Ali Rahimi-Kalahroudi
  
  ICML 2022 | July 2022
  
  Publication
- How Humans Perceive Human-like Behavior in Video Game Navigation
  
  Evelyn Zuniga, Stephanie Milani, Guy Leroy, Jaroslaw Rzepecki, Raluca Stevenson, Ida Momennejad, Dave Bignell, Mingfei Sun, Alison Shaw, Gavin Costello, Mikhail Jacob, Sam Devlin, Katja Hofmann
  
  CHI 2022 | April 2022
  
  Publication 项目
- Predictive Representations in Hippocampal and Prefrontal Hierarchies
  
  Iva K. Brunec, Ida Momennejad
  
  Journal of Neuroscience | January 2022, 第 42 卷(2): pp. 299-312
  
  Publication DOI
- Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation
  
  Sam Devlin, Raluca Stevenson, Ida Momennejad, Jaroslaw Rzepecki, Evelyn Zuniga, Gavin Costello, Guy Leroy, Ali Shaw, Katja Hofmann
  
  2021 International Conference on Machine Learning | July 2021
  
  Source code available at: https://github.com/microsoft/NTT
  
  Publication 视频 Github 项目
- Interaction-Grounded Learning
  
  Tengyang Xie, John Langford, Paul Mineiro, Ida Momennejad
  
  2021 International Conference on Machine Learning | July 2021
  
  Publication
- The successor representation in human reinforcement learning
  
  Ida Momennejad, E. M. Russek, J. H. Cheong, M. M. Botvinick, N. D. Daw, S. J. Gershman
  
  Nature Human Behaviour | September 2017, 第 1 卷: pp. 680-692
  
  PDF DOI
- Encoding of Prospective Tasks in the Human Prefrontal Cortex under Varying Task Loads
  
  Ida Momennejad, John-Dylan Haynes
  
  Journal of Neuroscience | October 2013, 第 33 卷(44): pp. 17342-17349
  
  Publication DOI

- A brain-inspired agentic architecture to improve planning with LLMs
  
  Taylor Webb, Shanka Subhra Mondal, Ida Momennejad
  
  Nature Communications | September 2025
  
  Publication
- Toward Human-AI Alignment in Large-Scale Multi-Player Games
  
  Sugandha Sharma, Guy Davidson, Khimya Khetarpal, Anssi Kanervisto, Udit Arora, Katja Hofmann, Ida Momennejad
  
  arXiv:2402.03575 | February 2024
  
  作者：Microsoft
  
  DOI 项目
- Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
  
  Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri, Hiteshi Sharma, Robert Osazuwa Ness, Nebojsa Jojic, Hamid Palangi, Jonathan Larson
  
  NeurIPS 2023 | October 2023
  
  Publication Publication
- In-Context Learning in Large Language Models: A Neuroscience-inspired Analysis of Representations
  
  Safoora Yousefi, Leo Betthauser, Hosein Hasanbeig, Akanksha Saran, Raphael Milliere, Ida Momennejad
  
  September 2023
  
  DOI Publication
- A Prefrontal Cortex-inspired Architecture for Planning in Large Language Models
  
  Taylor Webb, S. S. Mondal, Chi Wang, Brian Krabach, Ida Momennejad
  
  September 2023
  
  DOI Publication
- Imitating Human Behaviour with Diffusion Models
  
  Tim Pearce, Tabish Rashid, Anssi Kanervisto, Dave Bignell, Mingfei Sun, Raluca Stevenson, Sergio Valcarcel Macua, Shanzheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin
  
  ICLR 2023 | May 2023
  
  Publication
- Navigates Like Me: Understanding How People Evaluate Human-Like AI in Video Games
  
  Stephanie Milani, Arthur Juliani, Ida Momennejad, Raluca Stevenson, Jaroslaw Rzepecki, Alison Shaw, Gavin Costello, Fei Fang, Sam Devlin, Katja Hofmann
  
  CHI | April 2023
  
  Publication 项目
- Interaction-Grounded Learning with Action-Inclusive Feedback
  
  Tengyang Xie, Akanksha Saran, Dylan J Foster, Lekan P Molu, Ida Momennejad, Nan Jiang, Paul Mineiro, John Langford
  
  NeurIPS 2022 | November 2022
  
  Publication
- Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods
  
  Yi Wan, Harm van Seijen, Ida Momennejad, Sarath Chandar, Janarthanan Rajendran, Ali Rahimi-Kalahroudi
  
  ICML 2022 | July 2022
  
  Publication
- Predictive Representations in Hippocampal and Prefrontal Hierarchies
  
  Iva K. Brunec, Ida Momennejad
  
  Journal of Neuroscience | January 2022, 第 42 卷(2): pp. 299-312
  
  Publication DOI
- Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation
  
  Sam Devlin, Raluca Stevenson, Ida Momennejad, Jaroslaw Rzepecki, Evelyn Zuniga, Gavin Costello, Guy Leroy, Ali Shaw, Katja Hofmann
  
  2021 International Conference on Machine Learning | July 2021
  
  Source code available at: https://github.com/microsoft/NTT
  
  Publication 视频 Github 项目
- Interaction-Grounded Learning
  
  Tengyang Xie, John Langford, Paul Mineiro, Ida Momennejad
  
  2021 International Conference on Machine Learning | July 2021
  
  Publication
- The successor representation in human reinforcement learning
  
  Ida Momennejad, E. M. Russek, J. H. Cheong, M. M. Botvinick, N. D. Daw, S. J. Gershman
  
  Nature Human Behaviour | September 2017, 第 1 卷: pp. 680-692
  
  PDF DOI
- Encoding of Prospective Tasks in the Human Prefrontal Cortex under Varying Task Loads
  
  Ida Momennejad, John-Dylan Haynes
  
  Journal of Neuroscience | October 2013, 第 33 卷(44): pp. 17342-17349
  
  Publication DOI
- Predictive Representations in Hippocampal and Prefrontal Hierarchies
  
  Iva K. Brunec, Ida Momennejad
  
  Journal of Neuroscience | January 2022, 第 42 卷(2): pp. 299-312
  
  Publication DOI
- Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
  
  Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri, Hiteshi Sharma, Robert Osazuwa Ness, Nebojsa Jojic, Hamid Palangi, Jonathan Larson
  
  NeurIPS 2023 | October 2023
  
  Publication Publication
- How Humans Perceive Human-like Behavior in Video Game Navigation
  
  Evelyn Zuniga, Stephanie Milani, Guy Leroy, Jaroslaw Rzepecki, Raluca Stevenson, Ida Momennejad, Dave Bignell, Mingfei Sun, Alison Shaw, Gavin Costello, Mikhail Jacob, Sam Devlin, Katja Hofmann
  
  CHI 2022 | April 2022
  
  Publication 项目

- A brain-inspired agentic architecture to improve planning with LLMs
  
  Taylor Webb, Shanka Subhra Mondal, Ida Momennejad
  
  Nature Communications | September 2025
  
  Publication
- Predictive Representations in Hippocampal and Prefrontal Hierarchies
  
  Iva K. Brunec, Ida Momennejad
  
  Journal of Neuroscience | January 2022, 第 42 卷(2): pp. 299-312
  
  Publication DOI
- The successor representation in human reinforcement learning
  
  Ida Momennejad, E. M. Russek, J. H. Cheong, M. M. Botvinick, N. D. Daw, S. J. Gershman
  
  Nature Human Behaviour | September 2017, 第 1 卷: pp. 680-692
  
  PDF DOI
- Encoding of Prospective Tasks in the Human Prefrontal Cortex under Varying Task Loads
  
  Ida Momennejad, John-Dylan Haynes
  
  Journal of Neuroscience | October 2013, 第 33 卷(44): pp. 17342-17349
  
  Publication DOI
- Toward Human-AI Alignment in Large-Scale Multi-Player Games
  
  Sugandha Sharma, Guy Davidson, Khimya Khetarpal, Anssi Kanervisto, Udit Arora, Katja Hofmann, Ida Momennejad
  
  arXiv:2402.03575 | February 2024
  
  作者：Microsoft
  
  DOI 项目
- In-Context Learning in Large Language Models: A Neuroscience-inspired Analysis of Representations
  
  Safoora Yousefi, Leo Betthauser, Hosein Hasanbeig, Akanksha Saran, Raphael Milliere, Ida Momennejad
  
  September 2023
  
  DOI Publication
- A Prefrontal Cortex-inspired Architecture for Planning in Large Language Models
  
  Taylor Webb, S. S. Mondal, Chi Wang, Brian Krabach, Ida Momennejad
  
  September 2023
  
  DOI Publication
- Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
  
  Ida Momennejad, Hosein Hasanbeig, Felipe Vieira Frujeri, Hiteshi Sharma, Robert Osazuwa Ness, Nebojsa Jojic, Hamid Palangi, Jonathan Larson
  
  NeurIPS 2023 | October 2023
  
  Publication Publication
- Imitating Human Behaviour with Diffusion Models
  
  Tim Pearce, Tabish Rashid, Anssi Kanervisto, Dave Bignell, Mingfei Sun, Raluca Stevenson, Sergio Valcarcel Macua, Shanzheng Tan, Ida Momennejad, Katja Hofmann, Sam Devlin
  
  ICLR 2023 | May 2023
  
  Publication
- Navigates Like Me: Understanding How People Evaluate Human-Like AI in Video Games
  
  Stephanie Milani, Arthur Juliani, Ida Momennejad, Raluca Stevenson, Jaroslaw Rzepecki, Alison Shaw, Gavin Costello, Fei Fang, Sam Devlin, Katja Hofmann
  
  CHI | April 2023
  
  Publication 项目
- Interaction-Grounded Learning with Action-Inclusive Feedback
  
  Tengyang Xie, Akanksha Saran, Dylan J Foster, Lekan P Molu, Ida Momennejad, Nan Jiang, Paul Mineiro, John Langford
  
  NeurIPS 2022 | November 2022
  
  Publication
- Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods
  
  Yi Wan, Harm van Seijen, Ida Momennejad, Sarath Chandar, Janarthanan Rajendran, Ali Rahimi-Kalahroudi
  
  ICML 2022 | July 2022
  
  Publication
- How Humans Perceive Human-like Behavior in Video Game Navigation
  
  Evelyn Zuniga, Stephanie Milani, Guy Leroy, Jaroslaw Rzepecki, Raluca Stevenson, Ida Momennejad, Dave Bignell, Mingfei Sun, Alison Shaw, Gavin Costello, Mikhail Jacob, Sam Devlin, Katja Hofmann
  
  CHI 2022 | April 2022
  
  Publication 项目
- Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation
  
  Sam Devlin, Raluca Stevenson, Ida Momennejad, Jaroslaw Rzepecki, Evelyn Zuniga, Gavin Costello, Guy Leroy, Ali Shaw, Katja Hofmann
  
  2021 International Conference on Machine Learning | July 2021
  
  Source code available at: https://github.com/microsoft/NTT
  
  Publication 视频 Github 项目
- Interaction-Grounded Learning
  
  Tengyang Xie, John Langford, Paul Mineiro, Ida Momennejad
  
  2021 International Conference on Machine Learning | July 2021
  
  Publication

Ida Momennejad

论文与出版物

A brain-inspired agentic architecture to improve planning with LLMs

Toward Human-AI Alignment in Large-Scale Multi-Player Games

Evaluating Cognitive Maps and Planning in Large Language Models with CogEval

A Prefrontal Cortex-inspired Architecture for Planning in Large Language Models

In-Context Learning in Large Language Models: A Neuroscience-inspired Analysis of Representations

Imitating Human Behaviour with Diffusion Models

Navigates Like Me: Understanding How People Evaluate Human-Like AI in Video Games

Interaction-Grounded Learning with Action-Inclusive Feedback

Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods

How Humans Perceive Human-like Behavior in Video Game Navigation

Predictive Representations in Hippocampal and Prefrontal Hierarchies

Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation

Interaction-Grounded Learning

The successor representation in human reinforcement learning

Encoding of Prospective Tasks in the Human Prefrontal Cortex under Varying Task Loads

A brain-inspired agentic architecture to improve planning with LLMs

Toward Human-AI Alignment in Large-Scale Multi-Player Games

Evaluating Cognitive Maps and Planning in Large Language Models with CogEval

In-Context Learning in Large Language Models: A Neuroscience-inspired Analysis of Representations

A Prefrontal Cortex-inspired Architecture for Planning in Large Language Models

Imitating Human Behaviour with Diffusion Models

Navigates Like Me: Understanding How People Evaluate Human-Like AI in Video Games

Interaction-Grounded Learning with Action-Inclusive Feedback

Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods

Predictive Representations in Hippocampal and Prefrontal Hierarchies

Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation

Interaction-Grounded Learning

The successor representation in human reinforcement learning

Encoding of Prospective Tasks in the Human Prefrontal Cortex under Varying Task Loads

Predictive Representations in Hippocampal and Prefrontal Hierarchies

Evaluating Cognitive Maps and Planning in Large Language Models with CogEval

How Humans Perceive Human-like Behavior in Video Game Navigation

A brain-inspired agentic architecture to improve planning with LLMs

Predictive Representations in Hippocampal and Prefrontal Hierarchies

The successor representation in human reinforcement learning

Encoding of Prospective Tasks in the Human Prefrontal Cortex under Varying Task Loads

Toward Human-AI Alignment in Large-Scale Multi-Player Games

In-Context Learning in Large Language Models: A Neuroscience-inspired Analysis of Representations

A Prefrontal Cortex-inspired Architecture for Planning in Large Language Models

Evaluating Cognitive Maps and Planning in Large Language Models with CogEval

Imitating Human Behaviour with Diffusion Models

Navigates Like Me: Understanding How People Evaluate Human-Like AI in Video Games

Interaction-Grounded Learning with Action-Inclusive Feedback

Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods

How Humans Perceive Human-like Behavior in Video Game Navigation

Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation

Interaction-Grounded Learning