Search Results for author: Maya Cakmak

Found 7 papers, 2 papers with code

Learning Perceptual Concepts by Bootstrapping from Human Queries

no code implementations9 Nov 2021 Andreea Bobu, Chris Paxton, Wei Yang, Balakumar Sundaralingam, Yu-Wei Chao, Maya Cakmak, Dieter Fox

Second, we treat this low-dimensional concept as an automatic labeler to synthesize a large-scale high-dimensional data set with the simulator.

Motion Planning Object

Reactive Human-to-Robot Handovers of Arbitrary Objects

no code implementations17 Nov 2020 Wei Yang, Chris Paxton, Arsalan Mousavian, Yu-Wei Chao, Maya Cakmak, Dieter Fox

We demonstrate the generalizability, usability, and robustness of our approach on a novel benchmark set of 26 diverse household objects, a user study with naive users (N=6) handing over a subset of 15 objects, and a systematic evaluation examining different ways of handing objects.

Grasp Generation Motion Planning

Human Grasp Classification for Reactive Human-to-Robot Handovers

no code implementations12 Mar 2020 Wei Yang, Chris Paxton, Maya Cakmak, Dieter Fox

In this paper, we propose an approach for human-to-robot handovers in which the robot meets the human halfway, by classifying the human's grasp of the object and quickly planning a trajectory accordingly to take the object from the human's hand according to their intent.

Classification General Classification +1

Vision-and-Dialog Navigation

2 code implementations10 Jul 2019 Jesse Thomason, Michael Murray, Maya Cakmak, Luke Zettlemoyer

To train agents that search an environment for a goal location, we define the Navigation from Dialog History task.

2k Visual Navigation

Neural Semantic Parsing with Anonymization for Command Understanding in General-Purpose Service Robots

1 code implementation2 Jul 2019 Nick Walker, Yu-Tang Peng, Maya Cakmak

To address this challenge, we propose an approach that leverages neural semantic parsing methods in combination with contextual word embeddings to enable the training of a semantic parser with little data and without domain specific parser engineering.

Semantic Parsing Word Embeddings

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