Search Results for author: Aditya Kapoor

Found 4 papers, 1 papers with code

SocNavGym: A Reinforcement Learning Gym for Social Navigation

1 code implementation27 Apr 2023 Aditya Kapoor, Sushant Swamy, Luis Manso, Pilar Bachiller

We propose SocNavGym, an advanced simulation environment for social navigation that can generate a wide variety of social navigation scenarios and facilitates the development of intelligent social agents.

Navigate reinforcement-learning +1

Auto-TransRL: Autonomous Composition of Vision Pipelines for Robotic Perception

no code implementations7 Sep 2022 Aditya Kapoor, Nijil George, Vartika Sengar, Vighnesh Vatsal, Jayavardhana Gubbi

Creating a vision pipeline for different datasets to solve a computer vision task is a complex and time consuming process.

Learning Cooperative Multi-Agent Policies with Partial Reward Decoupling

no code implementations23 Dec 2021 Benjamin Freed, Aditya Kapoor, Ian Abraham, Jeff Schneider, Howie Choset

One of the preeminent obstacles to scaling multi-agent reinforcement learning to large numbers of agents is assigning credit to individual agents' actions.

counterfactual Multi-agent Reinforcement Learning

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