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Kavinayan Sivakumar

2 accepted papers

2018

Near-Optimal Adversarial Policy Switching for Decentralized Asynchronous Multi-Agent Systems

ICRA 2018poster

A key challenge in multi-robot and multi-agent systems is generating solutions that are robust to other self-interested or even adversarial parties who actively try to prevent the agents from achieving their goals. The practicality of existing works addressing this challenge is limited to only small…

Cited by 16SourceScholar
2017

Learning for multi-robot cooperation in partially observable stochastic environments with macro-actions

IROS 2017poster

This paper presents a data-driven approach for multi-robot coordination in partially-observable domains based on Decentralized Partially Observable Markov Decision Processes (Dec-POMDPs) and macro-actions (MAs). Dec-POMDPs provide a general framework for cooperative sequential decision making under…

Cited by 42SourceScholar