Mudit Verma

According to our database, Mudit Verma authored at least 42 papers between 2016 and 2024.

Collaborative distances:

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

2024

Robust Planning with LLM-Modulo Framework: Case Study in Travel Planning.

Atharva Gundawar, Mudit Verma, Lin Guan, Karthik Valmeekam, Siddhant Bhambri, Subbarao Kambhampati

CoRR, 2024

On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models.

Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati

CoRR, 2024

LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks.

Subbarao Kambhampati, Karthik Valmeekam, Lin Guan, Kaya Stechly, Mudit Verma, Siddhant Bhambri, Lucas Saldyt, Anil Murthy

CoRR, 2024

Position: LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks.

Subbarao Kambhampati, Karthik Valmeekam, Lin Guan, Mudit Verma, Kaya Stechly, Siddhant Bhambri, Lucas Saldyt, Anil Murthy

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Hindsight PRIORs for Reward Learning from Human Preferences.

Mudit Verma, Katherine Metcalf

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Theory of Mind Abilities of Large Language Models in Human-Robot Interaction: An Illusion?

Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati

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

A Chaos Recommendation Tool for Reliability Testing in Large-Scale Cloud-Native Systems.

Mudit Verma, Sandeep Hans, Diptikalyan Saha, Praveen Jayachandran, Eitan Farchi, Naga Ravi Chaitanya Elluri, Tullio Sebastiani, Paige Rubendall, Yogananth Subramanian, Pradeep Surisetty, Brian Riordan

Proceedings of the 16th International Conference on COMmunication Systems & NETworkS, 2024

Self Adjusting Log Observability for Cloud Native Applications.

Divya Pathak, Mudit Verma, Aishwariya Chakraborty, Harshit Kumar

Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

Intent-Driven Multi-Engine Observability Dataflows for Heterogeneous Geo-Distributed Clouds.

Aishwariya Chakraborty, Anand Eswaran, Pankaj Thorat, Mudit Verma, Pranjal Gupta, Praveen Jayachandran

Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023

Benchmarking Multi-Agent Preference-based Reinforcement Learning for Human-AI Teaming.

Siddhant Bhambri, Mudit Verma, Anil Murthy, Subbarao Kambhampati

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

Exploiting Unlabeled Data for Feedback Efficient Human Preference based Reinforcement Learning.

Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati

CoRR, 2023

A State Augmentation based approach to Reinforcement Learning from Human Preferences.

Mudit Verma, Subbarao Kambhampati

CoRR, 2023

Data Driven Reward Initialization for Preference based Reinforcement Learning.

Mudit Verma, Subbarao Kambhampati

CoRR, 2023

Trust-Aware Planning: Modeling Trust Evolution in Iterated Human-Robot Interaction.

Zahra Zahedi, Mudit Verma, Sarath Sreedharan, Subbarao Kambhampati

Proceedings of the 2023 ACM/IEEE International Conference on Human-Robot Interaction, 2023

A Reliability Assurance Framework for Cloud-Native Telco Workloads.

Mudit Verma, Dushyant Behl, Praveen Jayachandran, Amandeep Singh, Mathews Thomas

Proceedings of the 15th International Conference on COMmunication Systems & NETworkS, 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

Symbol Guided Hindsight Priors for Reward Learning from Human Preferences.

Mudit Verma, Katherine Metcalf

CoRR, 2022

Advice Conformance Verification by Reinforcement Learning agents for Human-in-the-Loop.

Mudit Verma, Ayush Kharkwal, 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

Modeling the Interplay between Human Trust and Monitoring.

Zahra Zahedi, Sarath Sreedharan, Mudit Verma, Subbarao Kambhampati

Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2022

Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems.

Subbarao Kambhampati, Sarath Sreedharan, Mudit Verma, Yantian Zha, Lin Guan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

A Guided Approach Towards Complex Chaos Selection, Prioritisation and Injection.

Ojaswa Sharma, Mudit Verma, Saumya Bhadauria, Praveen Jayachandran

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

Towards More Effective and Explainable Fault Management Using Cross-Layer Service Topology.

Dhanya R. Mathews, Mudit Verma, J. Lakshmi, Pooja Aggarwal

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

Network Aware Container Orchestration for Telco Workloads.

Kavya Govindarajan, Chander Govindarajan, Mudit Verma

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

Synthesizing Policies That Account For Human Execution Errors Caused By State-Aliasing In Markov Decision Processes.

Sriram Gopalakrishnan, Mudit Verma, Subbarao Kambhampati

CoRR, 2021

Trust-Aware Planning: Modeling Trust Evolution in Longitudinal Human-Robot Interaction.

Zahra Zahedi, Mudit Verma, Sarath Sreedharan, Subbarao Kambhampati

CoRR, 2021

Towards failure correlation for improved cloud application service resilience.

Dhanya R. Mathews, Mudit Verma, Pooja Aggarwal, J. Lakshmi

Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021

Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation.

Lin Guan, Mudit Verma, Sihang Guo, Ruohan Zhang, Subbarao Kambhampati

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Konveyor Move2Kube: Automated Replatforming of Applications to Kubernetes.

Padmanabha Venkatagiri Seshadri, Harikrishnan Balagopal, Pablo Loyola, Akash Nayak, Chander Govindarajan, Mudit Verma, Ashok Pon Kumar, Amith Singhee

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

Insights into Multi-Layered Fault Propagation and Analysis in a Cloud Stack.

Dhanya R. Mathews, Mudit Verma, Pooja Aggarwal, J. Lakshmi

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020

Explanation Augmented Feedback in Human-in-the-Loop Reinforcement Learning.

Lin Guan, Mudit Verma, Subbarao Kambhampati

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

Blockchain Based e-Invoicing Platform for Global Trade.

Krishnasuri Narayanam, Seep Goel, Abhishek Singh, Yedendra Shrinivasan, Shreya Chakraborty, Parameswaran Selvam, Vishnu Choudhary, Mudit Verma

Proceedings of the IEEE International Conference on Blockchain, 2020

Blockchain-Based Platform for Trusted Collaborations on Data and AI Models.

Kalapriya Kannan, Abhishek Singh, Mudit Verma, Praveen Jayachandran, Sameep Mehta

Proceedings of the IEEE International Conference on Blockchain, 2020

Fine-grained Language Identification with Multilingual CapsNet Model.

Mudit Verma, Arun Balaji Buduru

Proceedings of the 6th IEEE International Conference on Multimedia Big Data, 2020

2019

Making Smart Homes Smarter: Optimizing Energy Consumption with Human in the Loop.

Mudit Verma, Siddhant Bhambri, Arun Balaji Buduru

CoRR, 2019

A Novel Framework for Neural Architecture Search in the Hill Climbing Domain.

Mudit Verma, Pradyumna Sinha, Karan Goyal, Apoorva Verma, Seba Susan

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2019

2018

Resource Fairness and Prioritization of Transactions in Permissioned Blockchain Systems (Industry Track).

Seep Goel, Abhishek Singh, Rachit Garg, Mudit Verma, Praveen Jayachandran

Proceedings of the 19th International Middleware Conference, 2018

2017

Towards a More Reliable and Available Docker-based Container Cloud.

Mudit Verma, Mohan Dhawan

CoRR, 2017

2016

Evidential Reasoning Based Fault Diagnosis.

Balaji Viswanathan, Seep Goel, Mudit Verma, Ravi Kothari

Proceedings of the Posters and Demos Session of the 17th International Middleware Conference, 2016