Homanga Bharadhwaj

About Homanga Bharadhwaj

Homanga Bharadhwaj, With an exceptional h-index of 16 and a recent h-index of 16 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards generalizable zero-shot manipulation via translating human interaction plans

Roboagent: Generalization and efficiency in robot manipulation via semantic augmentations and action chunking

Visual Affordance Prediction for Guiding Robot Exploration

Zero-Shot Robot Manipulation from Passive Human Videos

CACTI: A Framework for Scalable Multi-Task Multi-Scene Visual Imitation Learning

Simplifying model-based rl: learning representations, latent-space models, and policies with one objective

Auditing Robot Learning for Safety and Compliance during Deployment

Information Prioritization through Empowerment in Visual Model-based RL

Homanga Bharadhwaj Information

University

Position

; Vector Institute; Nvidia Research

Citations(all)

793

Citations(since 2020)

787

Cited By

116

hIndex(all)

16

hIndex(since 2020)

16

i10Index(all)

19

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Homanga Bharadhwaj Skills & Research Interests

Artificial Intelligence

Top articles of Homanga Bharadhwaj

Towards generalizable zero-shot manipulation via translating human interaction plans

International Conference on Robotics and Automation (ICRA 2024)

2024

Roboagent: Generalization and efficiency in robot manipulation via semantic augmentations and action chunking

International Conference on Robotics and Automation (ICRA 2024)

2024

Visual Affordance Prediction for Guiding Robot Exploration

2023/5/29

Homanga Bharadhwaj
Homanga Bharadhwaj

H-Index: 6

Abhinav Gupta
Abhinav Gupta

H-Index: 0

Zero-Shot Robot Manipulation from Passive Human Videos

arXiv preprint arXiv:2302.02011

2023/2/3

CACTI: A Framework for Scalable Multi-Task Multi-Scene Visual Imitation Learning

arXiv preprint arXiv:2212.05711

2022/12/12

Simplifying model-based rl: learning representations, latent-space models, and policies with one objective

arXiv preprint arXiv:2209.08466

2022/9/18

Auditing Robot Learning for Safety and Compliance during Deployment

2022/1/11

Homanga Bharadhwaj
Homanga Bharadhwaj

H-Index: 6

Information Prioritization through Empowerment in Visual Model-based RL

2022

Homanga Bharadhwaj
Homanga Bharadhwaj

H-Index: 6

Sergey Levine
Sergey Levine

H-Index: 96

Auditing ai models for verified deployment under semantic specifications

arXiv preprint arXiv:2109.12456

2021/9/25

Latent Skill Planning for Exploration and Transfer

arXiv preprint arXiv:2011.13897

2020/11/27

Learning by Watching: Physical Imitation of Manipulation Skills from Human Videos

2021/9/27

Conservative Safety Critics for Exploration

International Conference on Learning Representations (ICLR)

2021/5/5

Continual Model-Based Reinforcement Learning with Hypernetworks

2021/5/30

DIBS: Diversity inducing Information Bottleneck in Model Ensembles

2021/2

D2RL: Deep Dense Architectures in Reinforcement Learning

NeurIPS 2020 DRL Workshop

2020/10/19

De-anonymization of authors through arXiv submissions during double-blind review

arXiv preprint arXiv:2007.00177

2020/7/1

Phase matching in β-barium borate crystals for spontaneous parametric down-conversion

Journal of Optics

2020/6/29

Generalized Adversarially Learned Inference

Proceedings of the AAAI Conference on Artificial Intelligence

2021/5/18

Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization

2020/7/31

MANGA: Method Agnostic Neural-policy Generalization and Adaptation

Proceedings of the IEEE International Conference on Robotics and Automation (ICRA 2020)

2020/1/31

Homanga Bharadhwaj
Homanga Bharadhwaj

H-Index: 6

See List of Professors in Homanga Bharadhwaj University(University of Toronto)

Co-Authors

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