Pradeep Varakantham
Orcid: 0000-0001-7342-5745
According to our database1,
Pradeep Varakantham
authored at least 161 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
CoRR, 2024
Unlocking Large Language Model's Planning Capabilities with Maximum Diversity Fine-tuning.
CoRR, 2024
Probabilistic Perspectives on Error Minimization in Adversarial Reinforcement Learning.
CoRR, 2024
CoRR, 2024
Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
Unifying Regret and State-Action Space Coverage for Effective Unsupervised Environment Design.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
Handling Long and Richly Constrained Tasks through Constrained Hierarchical Reinforcement Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Imitate the Good and Avoid the Bad: An Incremental Approach to Safe Reinforcement Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Training Reinforcement Learning Agents and Humans With Difficulty-Conditioned Generators.
CoRR, 2023
CoRR, 2023
Solving Constrained Reinforcement Learning through Augmented State and Reward Penalties.
CoRR, 2023
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Knowledge Compilation for Constrained Combinatorial Action Spaces in Reinforcement Learning.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Learning Individual Policies in Large Multi-agent Systems through Local Variance Minimization.
CoRR, 2022
Efficient resource allocation with fairness constraints in restless multi-armed bandits.
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
J. Artif. Intell. Res., 2021
Conditional Expectation based Value Decomposition for Scalable On-Demand Ride Pooling.
CoRR, 2021
Selective Intervention Planning using Restless Multi-Armed Bandits to Improve Maternal and Child Health Outcomes.
CoRR, 2021
CLAIM: curriculum learning policy for influence maximization in unknown social networks.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Learning Index Policies for Restless Bandits with Application to Maternal Healthcare.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
2020
Value Variance Minimization for Learning Approximate Equilibrium in Aggregation Systems.
CoRR, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, 2020
Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
A Homophily-Free Community Detection Framework for Trajectories with Delayed Responses.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019
Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019
Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019
2018
Risk-Sensitive Stochastic Orienteering Problems for Trip Optimization in Urban Environments.
ACM Trans. Intell. Syst. Technol., 2018
Entropy Controlled Non-Stationarity for Improving Performance of Independent Learners in Anonymous MARL Settings.
CoRR, 2018
Artif. Intell., 2018
Decentralized Planning for Non-dedicated Agent Teams with Submodular Rewards in Uncertain Environments.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, 2018
Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
J. Artif. Intell. Res., 2017
Sampling Based Approaches for Minimizing Regret in Uncertain Markov Decision Processes (MDPs).
J. Artif. Intell. Res., 2017
Artificial Intelligence Research in Singapore: Assisting the Development of a Smart Nation.
AI Mag., 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proactive and Reactive Coordination of Non-dedicated Agent Teams Operating in Uncertain Environments.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Exploiting Anonymity and Homogeneity in Factored Dec-MDPs through Precomputed Binomial Distributions.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017
Augmenting Decisions of Taxi Drivers through Reinforcement Learning for Improving Revenues.
Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017
Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017
Incentivizing the Use of Bike Trailers for Dynamic Repositioning in Bike Sharing Systems.
Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Scalable Greedy Algorithms for Task/Resource Constrained Multi-Agent Stochastic Planning.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
An Intelligent System for Personalized Conference Event Recommendation and Scheduling.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016
Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016
Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Robust execution strategies for project scheduling with unreliable resources and stochastic durations.
J. Sched., 2015
An extended study on addressing defender teamwork while accounting for uncertainty in attacker defender games using iterative Dec-MDPs.
Multiagent Grid Syst., 2015
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Artificial Intelligence for Cities, 2015
Solving Uncertain MDPs with Objectives that Are Separable over Instantiations of Model Uncertainty.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
TESLA: an extended study of an energy-saving agent that leverages schedule flexibility.
Auton. Agents Multi Agent Syst., 2014
Proceedings of the PRIMA 2014: Principles and Practice of Multi-Agent Systems, 2014
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, 2013
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
Optimization Approaches for Solving Chance Constrained Stochastic Orienteering Problems.
Proceedings of the Algorithmic Decision Theory - Third International Conference, 2013
Budgeted Personalized Incentive Approaches for Smoothing Congestion in Resource Networks.
Proceedings of the Algorithmic Decision Theory - Third International Conference, 2013
2012
J. Artif. Intell. Res., 2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
SAVES: a sustainable multiagent application to conserve building energy considering occupants.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
Distributed model shaping for scaling to decentralized POMDPs with hundreds of agents.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
Decentralized decision support for an agent population in dynamic and uncertain domains.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
2010
Web Intell. Agent Syst., 2010
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010
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
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
Towards Finding Robust Execution Strategies for RCPSP/max with Durational Uncertainty.
Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010
2009
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009
Proceedings of the 19th International Conference on Automated Planning and Scheduling, 2009
2008
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008
Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, 2008
2007
Towards Efficient Computation of Error Bounded Solutions in POMDPs: Expected Value Approximation and Dynamic Disjunctive Beliefs.
Proceedings of the IJCAI 2007, 2007
Letting loose a SPIDER on a network of POMDPs: generating quality guaranteed policies.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007
Proceedings of the Game Theoretic and Decision Theoretic Agents, 2007
2006
Privacy Loss in Distributed Constraint Reasoning: A Quantitative Framework for Analysis and its Applications.
Auton. Agents Multi Agent Syst., 2006
Proceedings of the Programming Multi-Agent Systems, 4th International Workshop, 2006
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006
Proceedings of the What Went Wrong and Why: Lessons from AI Research and Applications, 2006
Proceedings of the Distributed Plan and Schedule Management, 2006
2005
Proceedings of the Programming Multi-Agent Systems, 2005
Networked Distributed POMDPs: A Synergy of Distributed Constraint Optimization and POMDPs.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
Proceedings of the Persistent Assistants: Living and Working with AI, 2005
Valuations of Possible States (VPS): A Quantitative Framework for Analysis of Privacy Loss Among Collaborative Personal Assistant Agents.
Proceedings of the Persistent Assistants: Living and Working with AI, 2005
Networked Distributed POMDPs: A Synthesis of Distributed Constraint Optimization and POMDPs.
Proceedings of the Proceedings, 2005
2004
Taking DCOP to the Real World: Efficient Complete Solutions for Distributed Multi-Event Scheduling.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004
2003
Proceedings of the Agents and Computational Autonomy - Potential, Risks, and Solutions - Postproceedings of the 1st International Workshop on Computational Autonomy, 2003
2002
SIGecom Exch., 2002