Search Results for author: Arya Anantula

Found 2 papers, 1 papers with code

Decentralized Social Navigation with Non-Cooperative Robots via Bi-Level Optimization

1 code implementation15 Jun 2023 Rohan Chandra, Rahul Menon, Zayne Sprague, Arya Anantula, Joydeep Biswas

This paper presents a fully decentralized approach for realtime non-cooperative multi-robot navigation in social mini-games, such as navigating through a narrow doorway or negotiating right of way at a corridor intersection.

Collision Avoidance Multi-agent Reinforcement Learning +3

SOCIALMAPF: Optimal and Efficient Multi-Agent Path Finding with Strategic Agents for Social Navigation

no code implementations15 Oct 2022 Rohan Chandra, Rahul Maligi, Arya Anantula, Joydeep Biswas

We perform an extensive array of experiments that show that optimal search-based MAPF techniques lead to collisions and increased time-to-goal in SocialMAPF compared to our proposed method using mechanism design.

Motion Planning Multi-Agent Path Finding +1

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