Utkarsh Soni

According to our database, Utkarsh Soni authored at least 14 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models.

Aditi Mishra, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan

CoRR, 2023

Methods and Mechanisms for Interactive Novelty Handling in Adversarial Environments.

Tung Thai, Ming Shen, Mayank Garg, Ayush Kalani, Nakul Vaidya, Utkarsh Soni, Mudit Verma, Sriram Gopalakrishnan, Chitta Baral, Subbarao Kambhampati, Jivko Sinapov, Matthias Scheutz

CoRR, 2023

Methods and Mechanisms for Interactive Novelty Handling in Adversarial Environments.

Tung Thai, Mudit Verma, Utkarsh Soni, Sriram Gopalakrishnan, Ming Shen, Mayank Garg, Ayush Kalani, Nakul Vaidya, Neeraj Varshney, Chitta Baral, Subbarao Kambhampati, Jivko Sinapov, Matthias Scheutz

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Towards customizable reinforcement learning agents: Enabling preference specification through online vocabulary expansion.

Utkarsh Soni, Sarath Sreedharan, Mudit Verma, Lin Guan, Matthew Marquez, Subbarao Kambhampati

CoRR, 2022

Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations.

Sarath Sreedharan, Utkarsh Soni, Mudit Verma, Siddharth Srivastava, Subbarao Kambhampati

Proceedings of the Tenth International Conference on Learning Representations, 2022

Why? Why not? When? Visual Explanations of Agent Behaviour in Reinforcement Learning.

Aditi Mishra, Utkarsh Soni, Jinbin Huang, Chris Bryan

Proceedings of the 15th IEEE Pacific Visualization Symposium, 2022

2021

Same Stats, Different Graphs: Exploring the Space of Graphs in Terms of Graph Properties.

Hang Chen, Utkarsh Soni, Yafeng Lu, Vahan Huroyan, Ross Maciejewski, Stephen G. Kobourov

IEEE Trans. Vis. Comput. Graph., 2021

Integrating Planning, Execution and Monitoring in the presence of Open World Novelties: Case Study of an Open World Monopoly Solver.

Sriram Gopalakrishnan, Utkarsh Soni, Tung Thai, Panagiotis Lymperopoulos, Matthias Scheutz, Subbarao Kambhampati

CoRR, 2021

Why? Why not? When? Visual Explanations of Agent Behavior in Reinforcement Learning.

Aditi Mishra, Utkarsh Soni, Jinbin Huang, Chris Bryan

CoRR, 2021

Not all users are the same: Providing personalized explanations for sequential decision making problems.

Utkarsh Soni, Sarath Sreedharan, Subbarao Kambhampati

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

Let Me At Least Learn What You Really Like: Dealing With Noisy Humans When Learning Preferences.

Sriram Gopalakrishnan, Utkarsh Soni

CoRR, 2020

Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Black Box Simulators.

Sarath Sreedharan, Utkarsh Soni, Mudit Verma, Siddharth Srivastava, Subbarao Kambhampati

CoRR, 2020

2018

The Perception of Graph Properties in Graph Layouts.

Utkarsh Soni, Yafeng Lu, Brett Hansen, Helen C. Purchase, Stephen G. Kobourov, Ross Maciejewski

Comput. Graph. Forum, 2018

Same Stats, Different Graphs - (Graph Statistics and Why We Need Graph Drawings).

Hang Chen, Utkarsh Soni, Yafeng Lu, Ross Maciejewski, Stephen G. Kobourov

Proceedings of the Graph Drawing and Network Visualization - 26th International Symposium, 2018