Praveen Paruchuri

Orcid: 0000-0001-8071-5409

According to our database1, Praveen Paruchuri authored at least 58 papers between 2002 and 2024.

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Bibliography

2024
A Factored MDP Approach To Moving Target Defense With Dynamic Threat Modeling and Cost Efficiency.
CoRR, 2024

Multi-State-Action Tokenisation in Decision Transformers for Multi-Discrete Action Spaces.
CoRR, 2024

Safety through feedback in Constrained RL.
CoRR, 2024

Improving Lane Level Dynamics for EV Traversal: A Reinforcement Learning Approach.
Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems, 2024

Preserving the Privacy of Reward Functions in MDPs through Deception.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Factored MDP based Moving Target Defense with Dynamic Threat Modeling.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023
Learning Effective Strategies for Moving Target Defense with Switching Costs.
CoRR, 2023

City-scale Pollution Aware Traffic Routing by Sampling Multiple Max Flows Using MCMC.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

City-Scale Pollution Aware Traffic Routing by Sampling Max Flows Using MCMC.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Planning and Learning for Non-markovian Negative Side Effects Using Finite State Controllers.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Impact of COVID-19 on energy consumption in a residential complex in Hyderabad, India.
Energy Inform., 2022

VidyutVanika21: An Autonomous Intelligent Broker for Smart-grids.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Moving Target Defense under Uncertainty for Web Applications.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Multi-unit Double Auctions: Equilibrium Analysis and Bidding Strategy using DDPG in Smart-grids.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

How Private Is Your RL Policy? An Inverse RL Based Analysis Framework.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

CB+NN Ensemble to Improve Tracking Accuracy in Air Surveillance.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Cooperative Monitoring of Malicious Activity in Stock Exchanges.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2021

A Genetic Algorithm Approach to Compute Mixed Strategy Solutions for General Stackelberg Games.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Action Selection for Composable Modular Deep Reinforcement Learning.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

An Enhanced Advising Model in Teacher-Student Framework using State Categorization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Towards a Better Management of Emergency Evacuation using Pareto Min Cost Max Flow Approach.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

An Ensemble Learning Approach to Improve Tracking Accuracy of Multi Sensor Fusion.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Improving Wildlife Monitoring using a Multi-criteria Cooperative Target Observation Approach.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Inferring Personality Types for Better Automated Negotiation.
Proceedings of the Group Decision and Negotiation: A Multidisciplinary Perspective, 2020

PredictRV: A Prediction Based Strategy for Negotiations with Dynamically Changing Reservation Value.
Proceedings of the Group Decision and Negotiation: A Multidisciplinary Perspective, 2020

Bidding in Smart Grid PDAs: Theory, Analysis and Strategy.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Bidding in Smart Grid PDAs: Theory, Analysis and Strategy (Extended Version).
CoRR, 2019

Advice Replay Approach for Richer Knowledge Transfer in Teacher Student Framework.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
A Prioritized Routing Assistant for Flow of Traffic.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Fusion of Game Theory and Big Data for AI Applications.
Proceedings of the Big Data Analytics - 6th International Conference, 2018

Planning and Learning for Decentralized MDPs With Event Driven Rewards.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Improving Surveillance Using Cooperative Target Observation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
V2V communication for analysis of lane level dynamics for better EV traversal.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Effect of human behavior on traffic patterns during an emergency.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Analysis of Lane Level Dynamics for Emergency Vehicle Traversal: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015
(HR)^2: An Agent for Helping HR with Recruitment.
Int. J. Agent Technol. Syst., 2015

2011
Multiagent Communication Security in Adversarial Settings.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

Maximizing revenue in symmetric resource allocation systems when user utilities exhibit diminishing returns.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
Editor's Introduction to the Special Issue on Quantitative Risk Analysis Techniques for Security Applications.
Informatica (Slovenia), 2010

Effect of Human Biases on Human-Agent Teams.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010

Analyzing the impact of human bias on human-agent teams in resource allocation domains.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009
Coordinating Randomized Policies for Increasing Security in Multiagent Systems.
Proceedings of the Safety and Security in Multiagent Systems, 2009

Coordinating randomized policies for increasing security of agent systems.
Inf. Technol. Manag., 2009

Using Game Theory for Los Angeles Airport Security.
AI Mag., 2009

2008
Bayesian stackelberg games and their application for security at Los Angeles international airport.
SIGecom Exch., 2008

Deployed ARMOR protection: the application of a game theoretic model for security at the Los Angeles International Airport.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Playing games for security: an efficient exact algorithm for solving Bayesian Stackelberg games.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Cultural Modeling in a Game Theoretic Framework.
Proceedings of the Adaptive Agents in Cultural Contexts, 2008

ARMOR Security for Los Angeles International Airport.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Efficient Algorithms to Solve Bayesian Stackelberg Games for Security Applications.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
An efficient heuristic approach for security against multiple adversaries.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

An Efficient Heuristic for Security against Multiple Adversaries in Stackelberg Games.
Proceedings of the Game Theoretic and Decision Theoretic Agents, 2007

2006
Security in Multiagent Systems by Policy Randomization.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2006

2005
Conflicts in teamwork: hybrids to the rescue.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004
Towards a Formalization of Teamwork with Resource Constraints.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2002
Multi agent simulation of unorganized traffic.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002


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