Search Results for author: Gora Chand Nandi

Found 4 papers, 0 papers with code

Exploring Unseen Environments with Robots using Large Language and Vision Models through a Procedurally Generated 3D Scene Representation

no code implementations30 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.

In-Context Learning Object

UniTeam: Open Vocabulary Mobile Manipulation Challenge

no code implementations14 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.

Object

Language-Conditioned Semantic Search-Based Policy for Robotic Manipulation Tasks

no code implementations10 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.

Imitation Learning reinforcement-learning

Hyperparameters optimization for Deep Learning based emotion prediction for Human Robot Interaction

no code implementations12 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.

Emotion Classification Emotion Recognition

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