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ORCIDMudit Verma
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2020 – today
- 2024
[c25]Aishwariya Chakraborty, Anand Eswaran, Pankaj Thorat, Mudit Verma, Pranjal Gupta, Praveen Jayachandran:
Intent-Driven Multi-Engine Observability Dataflows for Heterogeneous Geo-Distributed Clouds. CLOUD 2024: 30-41- [c24]Divya Pathak, Mudit Verma, Aishwariya Chakraborty, Harshit Kumar:
Self Adjusting Log Observability for Cloud Native Applications. CLOUD 2024: 482-493 - [c23]Mudit Verma, Sandeep Hans, Diptikalyan Saha, Praveen Jayachandran, Eitan Farchi, Naga Ravi Chaitanya Elluri, Tullio Sebastiani, Paige Rubendall, Yogananth Subramanian, Pradeep Surisetty, Brian Riordan:
A Chaos Recommendation Tool for Reliability Testing in Large-Scale Cloud-Native Systems. COMSNETS 2024: 270-272 - [c22]Mudit Verma
, Siddhant Bhambri, Subbarao Kambhampati:
Theory of Mind Abilities of Large Language Models in Human-Robot Interaction: An Illusion? HRI (Companion) 2024: 36-45 - [c21]Mudit Verma, Katherine Metcalf:
Hindsight PRIORs for Reward Learning from Human Preferences. ICLR 2024 - [c20]Subbarao Kambhampati, Karthik Valmeekam, Lin Guan, Mudit Verma, Kaya Stechly, Siddhant Bhambri, Lucas Saldyt, Anil Murthy:
Position: LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks. ICML 2024 - [i22]Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati:
Theory of Mind abilities of Large Language Models in Human-Robot Interaction : An Illusion? CoRR abs/2401.05302 (2024) - [i21]Subbarao Kambhampati, Karthik Valmeekam, Lin Guan, Kaya Stechly, Mudit Verma, Siddhant Bhambri, Lucas Saldyt, Anil Murthy:
LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks. CoRR abs/2402.01817 (2024) - [i20]Mudit Verma, Katherine Metcalf:
Hindsight PRIORs for Reward Learning from Human Preferences. CoRR abs/2404.08828 (2024) - [i19]Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati:
On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models. CoRR abs/2405.13966 (2024) - [i18]Atharva Gundawar, Mudit Verma, Lin Guan, Karthik Valmeekam, Siddhant Bhambri, Subbarao Kambhampati:
Robust Planning with LLM-Modulo Framework: Case Study in Travel Planning. CoRR abs/2405.20625 (2024) - 2023
- [c19]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:
Methods and Mechanisms for Interactive Novelty Handling in Adversarial Environments. AAMAS 2023: 2385-2387 - [c18]Mudit Verma, Dushyant Behl, Praveen Jayachandran, Amandeep Singh, Mathews Thomas:
A Reliability Assurance Framework for Cloud-Native Telco Workloads. COMSNETS 2023: 201-203 - [c17]Zahra Zahedi, Mudit Verma, Sarath Sreedharan, Subbarao Kambhampati:
Trust-Aware Planning: Modeling Trust Evolution in Iterated Human-Robot Interaction. HRI 2023: 281-289 - [i17]Mudit Verma, Subbarao Kambhampati:
Data Driven Reward Initialization for Preference based Reinforcement Learning. CoRR abs/2302.08733 (2023) - [i16]Mudit Verma, Subbarao Kambhampati:
A State Augmentation based approach to Reinforcement Learning from Human Preferences. CoRR abs/2302.08734 (2023) - [i15]Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati:
Exploiting Unlabeled Data for Feedback Efficient Human Preference based Reinforcement Learning. CoRR abs/2302.08738 (2023) - [i14]Tung Thai, Ming Shen, Mayank Garg, Ayush Kalani, Nakul Vaidya, Utkarsh Soni, Mudit Verma, Sriram Gopalakrishnan, Chitta Baral, Subbarao Kambhampati, Jivko Sinapov, Matthias Scheutz:
Methods and Mechanisms for Interactive Novelty Handling in Adversarial Environments. CoRR abs/2302.14208 (2023) - [i13]Siddhant Bhambri, Mudit Verma, Anil Murthy, Subbarao Kambhampati:
Benchmarking Multi-Agent Preference-based Reinforcement Learning for Human-AI Teaming. CoRR abs/2312.14292 (2023) - 2022
- [c16]Ojaswa Sharma, Mudit Verma, Saumya Bhadauria, Praveen Jayachandran:
A Guided Approach Towards Complex Chaos Selection, Prioritisation and Injection. CLOUD 2022: 91-93 - [c15]Dhanya R. Mathews, Mudit Verma, J. Lakshmi, Pooja Aggarwal:
Towards More Effective and Explainable Fault Management Using Cross-Layer Service Topology. CLOUD 2022: 94-96 - [c14]Kavya Govindarajan, Chander Govindarajan, Mudit Verma:
Network Aware Container Orchestration for Telco Workloads. CLOUD 2022: 397-406 - [c13]Subbarao Kambhampati, Sarath Sreedharan, Mudit Verma, Yantian Zha, Lin Guan:
Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems. AAAI 2022: 12262-12267 - [c12]Zahra Zahedi, Sarath Sreedharan, Mudit Verma, Subbarao Kambhampati:
Modeling the Interplay between Human Trust and Monitoring. HRI 2022: 1119-1123 - [c11]Sarath Sreedharan, Utkarsh Soni, Mudit Verma, Siddharth Srivastava, Subbarao Kambhampati:
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations. ICLR 2022 - [i12]Mudit Verma, Ayush Kharkwal, Subbarao Kambhampati:
Advice Conformance Verification by Reinforcement Learning agents for Human-in-the-Loop. CoRR abs/2210.03455 (2022) - [i11]Mudit Verma, Katherine Metcalf:
Symbol Guided Hindsight Priors for Reward Learning from Human Preferences. CoRR abs/2210.09151 (2022) - [i10]Utkarsh Soni, Sarath Sreedharan, Mudit Verma, Lin Guan, Matthew Marquez, Subbarao Kambhampati:
Towards customizable reinforcement learning agents: Enabling preference specification through online vocabulary expansion. CoRR abs/2210.15096 (2022) - 2021
- [c10]Dhanya R. Mathews, Mudit Verma, Pooja Aggarwal, J. Lakshmi:
Insights into Multi-Layered Fault Propagation and Analysis in a Cloud Stack. CLOUD 2021: 714-716 - [c9]Padmanabha Venkatagiri Seshadri, Harikrishnan Balagopal, Pablo Loyola, Akash Nayak, Chander Govindarajan, Mudit Verma, Ashok Pon Kumar, Amith Singhee:
Konveyor Move2Kube: Automated Replatforming of Applications to Kubernetes. CLOUD 2021: 717-719 - [c8]Lin Guan, Mudit Verma, Sihang Guo, Ruohan Zhang, Subbarao Kambhampati:
Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation. NeurIPS 2021: 21885-21897 - [c7]Dhanya R. Mathews, Mudit Verma, Pooja Aggarwal, J. Lakshmi:
Towards failure correlation for improved cloud application service resilience. UCC Companion 2021: 20:1-20:8 - [i9]Mudit Verma, Pradyumna Sinha, Karan Goyal, Apoorva Verma, Seba Susan:
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain. CoRR abs/2102.12985 (2021) - [i8]Zahra Zahedi, Mudit Verma, Sarath Sreedharan, Subbarao Kambhampati:
Trust-Aware Planning: Modeling Trust Evolution in Longitudinal Human-Robot Interaction. CoRR abs/2105.01220 (2021) - [i7]Sriram Gopalakrishnan, Mudit Verma, Subbarao Kambhampati:
Synthesizing Policies That Account For Human Execution Errors Caused By State-Aliasing In Markov Decision Processes. CoRR abs/2109.07436 (2021) - [i6]Subbarao Kambhampati, Sarath Sreedharan, Mudit Verma, Yantian Zha, Lin Guan:
Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems. CoRR abs/2109.09904 (2021) - 2020
- [c6]Mudit Verma, Arun Balaji Buduru:
Fine-grained Language Identification with Multilingual CapsNet Model. BigMM 2020: 94-102 - [c5]Kalapriya Kannan, Abhishek Singh, Mudit Verma, Praveen Jayachandran, Sameep Mehta:
Blockchain-Based Platform for Trusted Collaborations on Data and AI Models. Blockchain 2020: 82-89 - [c4]Krishnasuri Narayanam, Seep Goel, Abhishek Singh, Yedendra Shrinivasan, Shreya Chakraborty, Parameswaran Selvam, Vishnu Choudhary, Mudit Verma:
Blockchain Based e-Invoicing Platform for Global Trade. Blockchain 2020: 385-392 - [i5]Sarath Sreedharan, Utkarsh Soni, Mudit Verma, Siddharth Srivastava, Subbarao Kambhampati:
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Black Box Simulators. CoRR abs/2002.01080 (2020) - [i4]Lin Guan, Mudit Verma, Subbarao Kambhampati:
Explanation Augmented Feedback in Human-in-the-Loop Reinforcement Learning. CoRR abs/2006.14804 (2020) - [i3]Mudit Verma, Arun Balaji Buduru:
Fine-grained Language Identification with Multilingual CapsNet Model. CoRR abs/2007.06078 (2020)
2010 – 2019
- 2019
- [c3]Mudit Verma, Pradyumna Sinha, Karan Goyal, Apoorva Verma, Seba Susan:
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain. AIKE 2019: 1-8 - [i2]Mudit Verma, Siddhant Bhambri, Arun Balaji Buduru:
Making Smart Homes Smarter: Optimizing Energy Consumption with Human in the Loop. CoRR abs/1912.03298 (2019) - 2018
- [c2]Seep Goel, Abhishek Singh, Rachit Garg, Mudit Verma, Praveen Jayachandran:
Resource Fairness and Prioritization of Transactions in Permissioned Blockchain Systems (Industry Track). Middleware Industry 2018: 46-53 - 2017
- [i1]Mudit Verma, Mohan Dhawan:
Towards a More Reliable and Available Docker-based Container Cloud. CoRR abs/1708.08399 (2017) - 2016
- [c1]Balaji Viswanathan, Seep Goel, Mudit Verma, Ravi Kothari:
Evidential Reasoning Based Fault Diagnosis. Middleware Posters and Demos 2016: 17-18
Coauthor Index
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