Devendra Singh Chaplot
Carnegie Mellon University, Menlo School, Meta (Israel), Mistral AI (France), Meta (United States)
Papers
15
Total Citations
499
H-Index
8
About
Devendra Singh Chaplot is a pioneering researcher in embodied AI and autonomous robot navigation, whose work has fundamentally advanced how intelligent agents perceive, explore, and interact with real-world environments. His research centers on semantic navigation, modular learning systems, and embodied active learning — areas where he has consistently bridged the gap between simulation and real-world deployment. Chaplot's most influential contribution, "Object Goal Navigation using Goal-Oriented Semantic Exploration" (2020, 221 citations), introduced a modular framework that overcomes the long-term planning limitations plaguing end-to-end learning approaches. This work established a foundational paradigm for navigating to object categories in unseen environments. His subsequent research extended this vision through universal navigation systems like GOAT, which enables robots to reach targets specified via language, images, or object categories — a critical step toward versatile home robotics. Chaplot has also made substantial infrastructure contributions through the Habitat simulation platforms (Habitat 2.0 and 3.0), enabling the broader research community to train and benchmark embodied agents in increasingly realistic, physics-enabled, and human-populated environments. His self-supervised learning framework SEAL further demonstrates his commitment to reducing reliance on costly labeled data. Collectively, his work reflects a systematic effort to make autonomous navigation practical, generalizable, and deployable in everyday unstructured environments.
Research Focus
Key Achievements
Top Papers
- 1Object Goal Navigation using Goal-Oriented Semantic Exploration221 citations · 2020
- 2Navigating to objects in the real world113 citations · 2023
- 3GOAT: GO to Any Thing37 citations · 2024
- 4Habitat 2.0: Training Home Assistants to Rearrange their Habitat25 citations · 2021
- 5Navigating to Objects Specified by Images23 citations · 2023
- 6
- 7Habitat 3.0: A Co-Habitat for Humans, Avatars and Robots15 citations · 2023
- 8HomeRobot: Open-Vocabulary Mobile Manipulation13 citations · 2023
- 9GOAT-Bench: A Benchmark for Multi-Modal Lifelong Navigation7 citations · 2024
- 10No RL, No Simulation: Learning to Navigate without Navigating7 citations · 2021