Praveen Paruchuri

Books:

• Praveen Paruchuri, Jonathan P. Pearce, Milind Tambe, Fernando Ordonez, Sarit Kraus. Keep the adversary guessing: Agent security by policy randomization. VDM Verlag'08 (Link).

Journal Articles:

• Praveen Paruchuri, Jonathan P. Pearce, Janusz Marecki, Milind Tambe, Fernando Ordonez, Sarit Kraus. Coordinating Randomized Policies for Increasing Security of Agents Systmts. Journal of Information Technology and Management, ITM'09. (pdf).

Papers under Review:

• Steven Okamoto, Praveen Paruchuri, Yonghong Wang, Katia Sycara, Janusz Marecki, Mudhakar Srivatsa. Paper on improving network security using game theory.
• Roie Zivan, Miroslav Dudik, Praveen Paruchuri, Katia Sycara. Paper on eliciting truthful requirements in resource allocation domains.

Working Papers:

• Praveen Paruchuri, Nilanjan Chakraborthy, Geoff Gordon, Katia Sycara. PAN Agents: POMDP based Automated Negotiating Agents.

Rigorously Reviewed Conference Papers:

• Praveen Paruchuri, Pradeep Reddy Varakantham, Katia Sycara, Paul Scerri. Effect of human biases on human-agent teams. IEEE/WIC/ACM Conference on Intelligent Agent Technology, IAT-2010, Toronto, Cananda (Oral Presentation, Acceptance Rate 18.8%) (pdf)
• Praveen Paruchuri, Pradeep Reddy Varakantham, Katia Sycara, Paul Scerri. Analyzing the impact of human bias on human-agent teams in resource allocation domains. Proceedings of the Ninth International Conference on Autonomous Agents and Multiagent Systems, AAMAS'10, Toronto, Canada (Short paper) (pdf)
• Praveen Paruchuri, Jonathan P. Pearce, Janusz Marecki, Milind Tambe, Fernando Ordonez, Sarit Kraus. Efficient Algorithms to Solve Bayesian Stackelberg Games for Security Applications. Proceedings of the AAAI Nectar Papers Track at the Twenty-Third AAAI Conference on Artificial Intelligence, AAAI'08, Chicago, USA(Oral Presentation, Acceptance Rate 22%) (pdf).

• Finalist for Best Paper Award: James Pita, Manish Jain, Janusz Marecki, Fernando Ordonez, Christopher Portway,Milind Tambe, Craig Western, Praveen Paruchuri, Sarit Kraus. Deployed ARMOR Protection: The Application of a Game Theoretic Model for Security at the Los Angeles International Airport. Proceedings of Industry Track in the Seventh International Conference on Autonomous Agents and Multiagent Systems, AAMAS '08, Estoril, Portugal(Oral Presentation) (pdf).

• Praveen Paruchuri, Jonathan P. Pearce, Janusz Marecki, Milind Tambe, Fernando Ordonez, Sarit Kraus. Playing Games for Security: An Efficient Exact Algorithm for Solving Bayesian Stackelberg Games. Proceedings of the Seventh International Conference on Autonomous Agents and Multiagent Systems, AAMAS '08, Estoril, Portugal(Oral Presentation, Acceptance Rate 23%) (pdf).
• Praveen Paruchuri, Jonathan P. Pearce, Milind Tambe, Fernando Ordonez, Sarit Kraus. An Efficient Heuristic Approach for Security Against Multiple Adversaries. Proceedings of the Sixth International Conference on Autonomous Agents and Multiagent Systems, AAMAS '07, Hawaii, USA(Oral Presentation, Acceptance Rate 23%) (pdf).
• Praveen Paruchuri, Milind Tambe, Fernando Ordonez, Sarit Kraus. Security in Multiagent Systems by Policy Randomization. Proceedings of the Fifth International Conference on Autonomous Agents and Multiagent Systems, AAMAS '06, Hakodate, Japan(Oral Presentation, Acceptance Rate 11%) (pdf)(ppt).
• M. Tambe, E. Bowring, H. Jung, G. Kaminka, R. Maheswaran, J. Marecki, P.J. Modi, R.Nair, S. Okamoto, J.Pearce, P.Paruchuri, D. Pynadath, P. Scerri, N. Schurr, P. Varakantham. Conflicts in Teamwork: Hybrids to the Rescue. Proceedings of fourth International Conference on Autonomous Agents and Multiagent Systems, AAMAS '05, Utrecht, Netherlands(Invited Paper) (pdf).
• Praveen Paruchuri, Milind Tambe, Fernando Ordonez, Sarit Kraus. Towards a Formalization of Teamwork with Resource Constraints. Proceedings of third International Conference on Autonomous Agents and Multiagent Systems, AAMAS '04, New York, USA(Acceptance Rate 24%) (ps)(ppt).
• Praveen Paruchuri, Alok Reddy Pullalarevu, Kamalakar Karlapalem. Multi Agent Simulation of Unorganized Traffic. Proceedings of first International Conference on Autonomous Agents and Multiagent Systems, AAMAS '02, Bologna, Italy(Acceptance Rate 27%) (pdf). 

Magazine Articles and Book Chapters :

• Robin Glinton, Praveen Paruchuri, Katia Sycara, Paul Scerri. Self-organized criticality of belief propagation in large heterogeneous teams. Dynamics of Information Systems, 2009 (pdf).
• Praveen Paruchuri, Robin Glinton, Katia Sycara, Paul Scerri. Effects of humans on belief propagation in large heterogeneous teams. Dynamics of Information Systems, 2009 (pdf).
• James Pita, Manish Jain, Fernando Ordonez, Christopher Portway,Milind Tambe, Craig Western, Praveen Paruchuri, Sarit Kraus. Using Game Theory for Los Angeles Airport Security. AI Magazine, 2008 (pdf).
• Manish Jain, James Pita, Milind Tambe, Fernando Ordonez, Praveen Paruchuri, Sarit Kraus. Bayesian Stackelberg Games and their Application for Security at Los Angeles International Airport. SIGecom Exchanges, 2008 (pdf).
• James Pita, Manish Jain, Fernando Ordonez, Christopher Portway,Milind Tambe, Craig Western, Praveen Paruchuri, Sarit Kraus. ARMOR Software: A Game Theoretic Approach for Airport Security. Protecting Airline Passengers in the Age of Terrorism, Praeger Publishers, 2008 (pdf).
• P. Paruchuri, E. Bowring, R. Nair, J. P. Pearce, N. Schurr, M. Tambe, P. Varakantham. Teamcore Research Group: Hybrids in Multiagent Teamwork. Communications of the Computer Society of India '07 (pdf).
• Praveen Paruchuri, Milind Tambe, Fernando Ordonez, Sarit Kraus. Coordinating Randomized Policies for Increasing Security in Multiagent Systems. To appear, Lecture Notes in Artificial Intelligence Hot Topic Volume, Springer Publications '07 (pdf).

Other Conferences:

• James Pita, Manish Jain, Craig Western, Praveen Paruchuri, Milind Tambe, Fernando Ordonez, Sarit Kraus. Security via Randomization: A Game Theoretic Model and its Application at the Los Angeles International Airport.IEEE International Conference on Technologies For Homeland Security, 2008, MA, USA(Poster)(doc).

Workshop:

• Praveen Paruchuri, Nilanjan Chakraborthy, Roie Zivan,Katia Sycara, Miraslov Dudik, Geoff Gordon. POMDP based Negotiation Modeling MICON workshop at IJCAI'09, LA, CA (pdf).
• Roie Zivan, Praveen Paruchuri, Katia Sycara. Truthful requirement elicitation for resource allocation, with no monetary payments. COIN workshop at IJCAI'09, LA, CA ()
• Praveen Paruchuri, Preetham Maloor, Bob Pokorny, Aaron Mannes, Jennifer Goldbeck. Cultural Modeling in a Game-Theoretic FrameworkAdaptive Agents in Cultural Contexts at the AAAI'08 Spring Symposium, Washington D.C. (pdf).
• Manish Jain, Fernando Ordonez, James Pita, Christopher Portway, Milind Tambe, Craig Western, Praveen Paruchuri, Sarit Kraus. Robust Solutions in Stackelberg Games: Addressing Boundedly Rational Human Preference Models. Fourth Multidisciplinary Workshop on Advances in Preference Handling at AAAI, 2008 (pdf).
• James Pita, Manish Jain, Fernando Ordonez, Christopher Portway, Milind Tambe, Craig Western, Praveen Paruchuri, Sarit Kraus. ARMOR Security for Los Angeles International Airport. AAAI Intelligent Systems Demonstration, 2008 (pdf).
• Praveen Paruchuri, Jonathan P. Pearce, Milind Tambe, Fernando Ordonez, Sarit Kraus. Algorithms for secure patrols in adversarial domains. Second Workshop on Artificial Intelligence and Data Mining, WAID '07, Seattle, USA (pdf).
• Praveen Paruchuri, Jonathan P. Pearce, Milind Tambe, Fernando Ordonez, Sarit Kraus. An Efficient Heuristic for Security Against Multiple Adversaries in Stackelberg Games. AAAI Spring Symposium on Game and Decision-Theoretic Agents, GTDT '07 (pdf).
• Praveen Paruchuri, Milind Tambe, Fernando Ordonez, Sarit Kraus. Increasing Security through Communication and Policy Randomization in Multiagent Systems. Proceedings of the MSDM workshop at  AAMAS '06, Hakodate, Japan (pdf)(ppt).
• Praveen Paruchuri, Milind Tambe, Fernando Ordonez, Sarit Kraus. Randomizing Policies for Agents and Agent-Teams. Proceedings of the AI/Math Symposium '06, Florida, USA (pdf).

• Best Paper Award: Praveen Paruchuri, Don Dini, Milind Tambe, Fernando Ordonez, Sarit Kraus. Safety in Multiagent Systems by Policy Randomization. Proceedings of the SASEMAS workshop at  AAMAS '05, Utrecht, Netherlands (pdf).

• Praveen Paruchuri, Don Dini, Milind Tambe, Fernando Ordonez, Sarit Kraus. Intentional Randomization for Single Agent and Agent-teams. Proceedings of the GTDT workshop at  IJCAI '05, Edinburg, Scotland (pdf).

• Praveen Paruchuri, Milind Tambe, Spiros Kapetanakis, Sarit Kraus. Between Collaboration and Competition: An Initial Formalization using Distributed POMDPs. Proceedings of the GTDT workshop at AAMAS '03, Melbourne, Australia (ps)(ppt).