no code implementations • 30 Mar 2024 • Arjun P S, Andrew Melnik, Gora Chand Nandi
We introduce a comprehensive framework capable of exploring an unfamiliar environment in search of an object by leveraging the capabilities of Large Language Models(LLMs) and Large Vision Language Models (LVLMs) in understanding the underlying semantics of our world.
no code implementations • 14 Dec 2023 • Andrew Melnik, Michael Büttner, Leon Harz, Lyon Brown, Gora Chand Nandi, Arjun PS, Gaurav Kumar Yadav, Rahul Kala, Robert Haschke
This report introduces our UniTeam agent - an improved baseline for the "HomeRobot: Open Vocabulary Mobile Manipulation" challenge.
no code implementations • 10 Dec 2023 • Jannik Sheikh, Andrew Melnik, Gora Chand Nandi, Robert Haschke
Reinforcement learning and Imitation Learning approaches utilize policy learning strategies that are difficult to generalize well with just a few examples of a task.
no code implementations • 12 Jan 2020 • Shruti Jaiswal, Gora Chand Nandi
To enable humanoid robots to share our social space we need to develop technology for easy interaction with the robots using multiple modes such as speech, gestures and share our emotions with them.