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Anahita Mohseni-Kabir

2 accepted papers

2021

Optimal Planning Over Long and Infinite Horizons for Achieving Independent Partially-Observable Tasks That Evolve Over Time

RA-L 2021

We focus on long-sighted planning for a class of problems with multiple independent tasks that are partially observable and evolve over time. An example problem that falls into this class is a robot waiting multiple tables, referred to as tasks, in a restaurant where customers' satisfaction is parti

Cited by 0SourceScholar
2019

Interaction-Aware Multi-Agent Reinforcement Learning for Mobile Agents with Individual Goals

ICRA 2019poster

In a multi-agent setting, the optimal policy of a single agent is largely dependent on the behavior of other agents. We investigate the problem of multi-agent reinforcement learning, focusing on decentralized learning in non-stationary domains for mobile robot navigation. We identify a cause for the…

Cited by 21SourceScholar