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Vishal Pallagani
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DCrop: A deep-learning based framework for accurate prediction of diseases of crops in smart agriculture
V Pallagani, V Khandelwal, B Chandra, V Udutalapally, D Das, ...
2019 IEEE international symposium on smart electronic systems (iSES …, 2019
2692019
IoT based smart home automation system using sensor node
H Singh, V Pallagani, V Khandelwal, U Venkanna
2018 4th International Conference on Recent Advances in Information …, 2018
1842018
sCrop: A novel device for sustainable automatic disease prediction, crop selection, and irrigation in Internet-of-Agro-Things for smart agriculture
V Udutalapally, SP Mohanty, V Pallagani, V Khandelwal
IEEE Sensors Journal 21 (16), 17525-17538, 2020
1152020
Plansformer: Generating symbolic plans using transformers
V Pallagani, B Muppasani, K Murugesan, F Rossi, L Horesh, B Srivastava, ...
Generalization in Planning (GenPlan) Workshop at NeurIPS, 2023, 2022
462022
On the prospects of incorporating large language models (llms) in automated planning and scheduling (aps)
V Pallagani, K Roy, B Muppasani, F Fabiano, A Loreggia, K Murugesan, ...
34th International Conference on Automated Planning and Scheduling, 2024
322024
Understanding the capabilities of large language models for automated planning
V Pallagani, B Muppasani, K Murugesan, F Rossi, B Srivastava, L Horesh, ...
arXiv preprint arXiv:2305.16151, 2023
262023
LLMs for Financial Advisement: A Fairness and Efficacy Study in Personal Decision Making
K Lakkaraju, SE Jones, SKR Vuruma, V Pallagani, BC Muppasani, ...
Proceedings of the Fourth ACM International Conference on AI in Finance, 100-107, 2023
182023
Can LLMs be Good Financial Advisors?: An Initial Study in Personal Decision Making for Optimized Outcomes
K Lakkaraju, SKR Vuruma, V Pallagani, B Muppasani, B Srivastava
FinPlan 2023, 51, 2023
182023
Fast and slow planning
F Fabiano, V Pallagani, MB Ganapini, L Horesh, A Loreggia, ...
arXiv preprint arXiv:2303.04283, 2023
112023
Plansformer Tool: Demonstrating Generation of Symbolic Plans Using Transformers
V Pallagani, B Muppasani, B Srivastava, F Rossi, L Horesh, K Murugesan, ...
Thirty-Second International Joint Conference on Artificial Intelligence …, 2023
112023
A generic dialog agent for information retrieval based on automated planning within a reinforcement learning platform
V Pallagani, B Srivastava
Bridging the Gap Between AI Planning and Reinforcement Learning (PRL) 3, 2021
112021
Medical knowledge-enriched textual entailment framework
S Yadav, V Pallagani, A Sheth
Proceedings of the 28th International Conference on Computational Linguistics, 2020
82020
A Rich Recipe Representation as Plan to Support Expressive Multi Modal Queries on Recipe Content and Preparation Process
V Pallagani, P Ramamurthy, V Khandelwal, R Venkataramanan, ...
2022 Workshop on Knowledge Engineering for Planning and Scheduling, 2022
52022
On safe and usable chatbots for promoting voter participation
B Muppasani, V Pallagani, K Lakkaraju, S Lei, B Srivastava, B Robertson, ...
AI Magazine 44 (3), 240-247, 2023
42023
On Solving the Rubik's Cube with Domain-Independent Planners Using Standard Representations
B Muppasani, V Pallagani, B Srivastava, F Agostinelli
arXiv preprint arXiv:2307.13552, 2023
42023
A Planning Ontology to Represent and Exploit Planning Knowledge for Performance Efficiency
B Muppasani, V Pallagani, B Srivastava, R Mutharaju, MN Huhns, ...
arXiv preprint arXiv:2307.13549, 2023
32023
Building and Using a Planning Ontology from Past Data for Performance Efficiency.
B Muppasani, V Pallagani, B Srivastava, R Mutharaju
PLATO@ ICAPS, 2023
32023
The Case for Developing a Foundation Model for Planning-like Tasks from Scratch
B Srivastava, V Pallagani
arXiv preprint arXiv:2404.04540, 2024
22024
Plan-SOFAI: A Neuro-Symbolic Planning Architecture
F Fabiano, V Pallagani, MB Ganapini, L Horesh, A Loreggia, ...
Neuro-Symbolic Learning and Reasoning in the era of Large Language Models, 2023
22023
Value-based Fast and Slow AI Nudging
MB Ganapini, F Fabiano, L Horesh, A Loreggia, N Mattei, K Murugesan, ...
arXiv preprint arXiv:2307.07628, 2023
22023
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