Lakshmi Nair

According to our database, Lakshmi Nair authored at least 13 papers between 2018 and 2024.

Collaborative distances:

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

2024

Creative Problem Solving in Large Language and Vision Models - What Would it Take?

Lakshmi Nair, Evana Gizzi, Jivko Sinapov

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework (Extended Abstract).

Evana Gizzi, Lakshmi Nair, Sonia Chernova, Jivko Sinapov

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework.

Evana Gizzi, Lakshmi Nair, Sonia Chernova, Jivko Sinapov

J. Artif. Intell. Res., 2022

2021

Robogyver: Autonomous Tool Macgyvering for Inventive Problem Solving.

Lakshmi Velayudhan Nair

PhD thesis, 2021

Towards Robust One-shot Task Execution using Knowledge Graph Embeddings.

Angel Andres Daruna, Lakshmi Nair, Weiyu Liu, Sonia Chernova

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

Feature Guided Search for Creative Problem Solving Through Tool Construction.

Lakshmi Nair, Sonia Chernova

Frontiers Robotics AI, 2020

Tool Macgyvering: A Novel Framework for Combining Tool Substitution and Construction.

Lakshmi Nair, Nithin Shrivatsav Srikanth, Sonia Chernova

CoRR, 2020

From Computational Creativity to Creative Problem Solving Agents.

Evana Gizzi, Lakshmi Nair, Jivko Sinapov, Sonia Chernova

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

2019

Tool Substitution with Shape and Material Reasoning Using Dual Neural Networks.

Nithin Shrivatsav Srikanth, Lakshmi Nair, Sonia Chernova

CoRR, 2019

Autonomous Tool Construction Using Part Shape and Attachment Prediction.

Lakshmi Nair, Nithin Shrivatsav Srikanth, Zackory Erickson, Sonia Chernova

Proceedings of the Robotics: Science and Systems XV, 2019

Tool Macgyvering: Tool Construction Using Geometric Reasoning.

Lakshmi Nair, Jonathan C. Balloch, Sonia Chernova

Proceedings of the International Conference on Robotics and Automation, 2019

2018

Action Categorization for Computationally Improved Task Learning and Planning.

Lakshmi Nair, Sonia Chernova

CoRR, 2018

Action Categorization for Computationally Improved Task Learning and Planning: Extended Abstract.

Lakshmi Nair, Sonia Chernova

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018