Pradyumna Tambwekar

According to our database, Pradyumna Tambwekar authored at least 15 papers between 2015 and 2024.

Collaborative distances:

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

2024

Towards the design of user-centric strategy recommendation systems for collaborative Human-AI tasks.

Lakshita Dodeja, Pradyumna Tambwekar, Erin Hedlund-Botti, Matthew C. Gombolay

Int. J. Hum. Comput. Stud., April, 2024

Towards Balancing Preference and Performance through Adaptive Personalized Explainability.

Andrew Silva, Pradyumna Tambwekar, Mariah Schrum, Matthew C. Gombolay

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

2023

Natural Language Specification of Reinforcement Learning Policies Through Differentiable Decision Trees.

Pradyumna Tambwekar, Andrew Silva, Nakul Gopalan, Matthew C. Gombolay

IEEE Robotics Autom. Lett., June, 2023

Towards Reconciling Usability and Usefulness of Explainable AI Methodologies.

Pradyumna Tambwekar, Matthew C. Gombolay

CoRR, 2023

A Computational Interface to Translate Strategic Intent from Unstructured Language in a Low-Data Setting.

Pradyumna Tambwekar, Lakshita Dodeja, Nathan Vaska, Wei Xu, Matthew C. Gombolay

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

FedPerC: Federated Learning for Language Generation with Personal and Context Preference Embeddings.

Andrew Silva, Pradyumna Tambwekar, Matthew C. Gombolay

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

FedPC: Federated Learning for Language Generation with Personal and Context Preference Embeddings.

Andrew Silva, Pradyumna Tambwekar, Matthew C. Gombolay

CoRR, 2022

Commander's Intent: A Dataset and Modeling Approach for Human-AI Task Specification in Strategic Play.

Pradyumna Tambwekar, Nathan Vaska, Lakshita Dodeja, Matthew C. Gombolay

CoRR, 2022

2021

Interpretable Policy Specification and Synthesis through Natural Language and RL.

Pradyumna Tambwekar, Andrew Silva, Nakul Gopalan, Matthew C. Gombolay

CoRR, 2021

Towards a Comprehensive Understanding and Accurate Evaluation of Societal Biases in Pre-Trained Transformers.

Andrew Silva, Pradyumna Tambwekar, Matthew C. Gombolay

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2019

Automated rationale generation: a technique for explainable AI and its effects on human perceptions.

Upol Ehsan, Pradyumna Tambwekar, Larry Chan, Brent Harrison, Mark O. Riedl

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Controllable Neural Story Plot Generation via Reward Shaping.

Pradyumna Tambwekar, Murtaza Dhuliawala, Lara J. Martin, Animesh Mehta, Brent Harrison, Mark O. Riedl

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Controllable Neural Story Generation via Reinforcement Learning.

Pradyumna Tambwekar, Murtaza Dhuliawala, Animesh Mehta, Lara J. Martin, Brent Harrison, Mark O. Riedl

CoRR, 2018

Learning to Generate Natural Language Rationales for Game Playing Agents.

Upol Ehsan, Pradyumna Tambwekar, Larry Chan, Brent Harrison, Mark O. Riedl

Proceedings of the Joint Proceedings of the AIIDE 2018 Workshops co-located with 14th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 2018), 2018

2015

On Optimizing Human-Machine Task Assignments.

Andreas Veit, Michael J. Wilber, Rajan Vaish, Serge J. Belongie, James Davis, Vishal Anand, Anshu Aviral, Prithvijit Chakrabarty, Yash Chandak, Sidharth Chaturvedi, Chinmaya Devaraj, Ankit Dhall, Utkarsh Dwivedi, Sanket Gupte, Sharath N. Sridhar, Karthik Paga, Anuj Pahuja, Aditya Raisinghani, Ayush Sharma, Shweta Sharma, Darpana Sinha, Nisarg Thakkar, K. Bala Vignesh, Utkarsh Verma, Kanniganti Abhishek, Amod Agrawal, Arya Aishwarya, Aurgho Bhattacharjee, Sarveshwaran Dhanasekar, Venkata Karthik Gullapalli, Shuchita Gupta, Chandana G, Kinjal Jain, Simran Kapur, Meghana Kasula, Shashi Kumar, Parth Kundaliya, Utkarsh Mathur, Alankrit Mishra, Aayush Mudgal, Aditya Nadimpalli, Munakala Sree Nihit, Akanksha Periwal, Ayush Sagar, Ayush Shah, Vikas Sharma, Yashovardhan Sharma, Faizal Siddiqui, Virender Singh, Abhinav S., Pradyumna Tambwekar, Rashida Taskin, Ankit Tripathi, Anurag D. Yadav

CoRR, 2015