Mudit Verma

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 44

Top Topics

Markov Decision Processes

Reinforcement Learning

Top Venues

Publications

Mudit Verma, Katherine Metcalf
Hindsight PRIORs for Reward Learning from Human Preferences. CoRR (2024)
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 (2024)
Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati
Theory of Mind Abilities of Large Language Models in Human-Robot Interaction: An Illusion? HRI (Companion) (2024)
Atharva Gundawar, Mudit Verma, Lin Guan, Karthik Valmeekam, Siddhant Bhambri, Subbarao Kambhampati
Robust Planning with LLM-Modulo Framework: Case Study in Travel Planning. CoRR (2024)
Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati
On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models. CoRR (2024)
Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati
Theory of Mind abilities of Large Language Models in Human-Robot Interaction : An Illusion? CoRR (2024)
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)
Mudit Verma, Katherine Metcalf
Hindsight PRIORs for Reward Learning from Human Preferences. ICLR (2024)
Zahra Zahedi, Mudit Verma, Sarath Sreedharan, Subbarao Kambhampati
Trust-Aware Planning: Modeling Trust Evolution in Iterated Human-Robot Interaction. HRI (2023)
Mudit Verma, Subbarao Kambhampati
A State Augmentation based approach to Reinforcement Learning from Human Preferences. CoRR (2023)
Mudit Verma, Dushyant Behl, Praveen Jayachandran, Amandeep Singh, Mathews Thomas
A Reliability Assurance Framework for Cloud-Native Telco Workloads. COMSNETS (2023)
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)
Mudit Verma, Subbarao Kambhampati
Data Driven Reward Initialization for Preference based Reinforcement Learning. CoRR (2023)
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 (2023)
Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati
Exploiting Unlabeled Data for Feedback Efficient Human Preference based Reinforcement Learning. CoRR (2023)
Siddhant Bhambri, Mudit Verma, Anil Murthy, Subbarao Kambhampati
Benchmarking Multi-Agent Preference-based Reinforcement Learning for Human-AI Teaming. CoRR (2023)
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)
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)
Dhanya R. Mathews, Mudit Verma, J. Lakshmi, Pooja Aggarwal
Towards More Effective and Explainable Fault Management Using Cross-Layer Service Topology. CLOUD (2022)
Zahra Zahedi, Sarath Sreedharan, Mudit Verma, Subbarao Kambhampati
Modeling the Interplay between Human Trust and Monitoring. HRI (2022)
Mudit Verma, Ayush Kharkwal, Subbarao Kambhampati
Advice Conformance Verification by Reinforcement Learning agents for Human-in-the-Loop. CoRR (2022)
Kavya Govindarajan, Chander Govindarajan, Mudit Verma
Network Aware Container Orchestration for Telco Workloads. CLOUD (2022)
Mudit Verma, Katherine Metcalf
Symbol Guided Hindsight Priors for Reward Learning from Human Preferences. CoRR (2022)
Ojaswa Sharma, Mudit Verma, Saumya Bhadauria, Praveen Jayachandran
A Guided Approach Towards Complex Chaos Selection, Prioritisation and Injection. CLOUD (2022)
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 (2022)
Mudit Verma, Pradyumna Sinha, Karan Goyal, Apoorva Verma, Seba Susan
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain. CoRR (2021)
Sriram Gopalakrishnan, Mudit Verma, Subbarao Kambhampati
Synthesizing Policies That Account For Human Execution Errors Caused By State-Aliasing In Markov Decision Processes. CoRR (2021)
Padmanabha V. 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)
Dhanya R. Mathews, Mudit Verma, Pooja Aggarwal, J. Lakshmi
Towards failure correlation for improved cloud application service resilience. UCC Companion (2021)
Zahra Zahedi, Mudit Verma, Sarath Sreedharan, Subbarao Kambhampati
Trust-Aware Planning: Modeling Trust Evolution in Longitudinal Human-Robot Interaction. CoRR (2021)
Dhanya R. Mathews, Mudit Verma, Pooja Aggarwal, J. Lakshmi
Insights into Multi-Layered Fault Propagation and Analysis in a Cloud Stack. CLOUD (2021)
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 (2021)
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)
Kalapriya Kannan, Abhishek Singh, Mudit Verma, Praveen Jayachandran, Sameep Mehta
Blockchain-Based Platform for Trusted Collaborations on Data and AI Models. Blockchain (2020)
Mudit Verma, Arun Balaji Buduru
Fine-grained Language Identification with Multilingual CapsNet Model. BigMM (2020)
Lin Guan, Mudit Verma, Subbarao Kambhampati
Explanation Augmented Feedback in Human-in-the-Loop Reinforcement Learning. CoRR (2020)
Mudit Verma, Arun Balaji Buduru
Fine-grained Language Identification with Multilingual CapsNet Model. CoRR (2020)
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)
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 (2020)
Mudit Verma, Pradyumna Sinha, Karan Goyal, Apoorva Verma, Seba Susan
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain. AIKE (2019)
Mudit Verma, Siddhant Bhambri, Arun Balaji Buduru
Making Smart Homes Smarter: Optimizing Energy Consumption with Human in the Loop. CoRR (2019)
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)
Mudit Verma, Mohan Dhawan
Towards a More Reliable and Available Docker-based Container Cloud. CoRR (2017)
Balaji Viswanathan, Seep Goel, Mudit Verma, Ravi Kothari
Evidential Reasoning Based Fault Diagnosis. Middleware Posters and Demos (2016)