
Dhiraj Gandhi
Machine learning engineer focused on robot learning and computer vision
Network
565 connectionsSummary
Work
Education
Projects
Writing
Learning To Explore Using Active Neural SLAM
January 1, 2020ICLR paper (and accompanying code) describing Active Neural SLAM, a modular approach to learning exploration policies using Neural SLAM, global and local policies.
Swoosh! Rattle! Thump! -- Actions that Sound
January 1, 2020Paper and dataset on the interplay of action and sound in robotics, demonstrating audio's value for object identification, action prediction, and physical property inference; presented as RSS 2020 work and available on arXiv.
Self-Supervised Exploration via Disagreement
January 1, 2019Paper proposing an exploration formulation training an ensemble of dynamics models and incentivizing agents to maximize ensemble disagreement to enable self-supervised exploration; demonstrated across Atari, Mujoco, Unity and implemented on a real robot.
Hobbies
Organizing and hosting VNIT alumni events (Bay Area chapter). partiful
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