Varun Raj Kompella

According to our database¹, Varun Raj Kompella authored at least 19 papers between 2011 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2023

Event Tables for Efficient Experience Replay.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

2022

Outracing champion Gran Turismo drivers with deep reinforcement learning.

[BibT_eX]

[DOI]

Nat., 2022

2021

Agent-Based Markov Modeling for Improved COVID-19 Mitigation Policies.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2021

Multiagent Epidemiologic Inference through Realtime Contact Tracing.

[BibT_eX]

[DOI]

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

Reinforcement Learning for Optimization of COVID-19 Mitigation Policies.

[BibT_eX]

[DOI]

Proceedings of the AAAI Fall Symposium on AI for Social Good, 2020

2018

Utilizing Slow Feature Analysis for Lipreading.

[BibT_eX]

[DOI]

Proceedings of the 13th ITG Symposium on Speech Communication, 2018

2017

Intrinsically Motivated Acquisition of Modular Slow Features for Humanoids in Continuous and Non-Stationary Environments.

[BibT_eX]

[DOI]

Varun Raj Kompella

Laurenz Wiskott

CoRR, 2017

Continual curiosity-driven skill acquisition from high-dimensional video inputs for humanoid robots.

[BibT_eX]

[DOI]

Artif. Intell., 2017

2016

Optimal Curiosity-Driven Modular Incremental Slow Feature Analysis.

[BibT_eX]

[DOI]

Neural Comput., 2016

2014

An Anti-hebbian Learning Rule to Represent Drive Motivations for Reinforcement Learning.

[BibT_eX]

[DOI]

Varun Raj Kompella

Sohrob Kazerounian

Jürgen Schmidhuber

Proceedings of the From Animals to Animats 13, 2014

Explore to see, learn to perceive, get the actions for free: SKILLABILITY.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

An intrinsic value system for developing multiple invariant representations with incremental slowness learning.

[BibT_eX]

[DOI]

Frontiers Neurorobotics, 2013

2012

Incremental Slow Feature Analysis: Adaptive Low-Complexity Slow Feature Updating from High-Dimensional Input Streams.

[BibT_eX]

[DOI]

Varun Raj Kompella

Matthew D. Luciw

Jürgen Schmidhuber

Neural Comput., 2012

Collective-reward based approach for detection of semi-transparent objects in single images.

[BibT_eX]

[DOI]

Varun Raj Kompella

Peter F. Sturm

Comput. Vis. Image Underst., 2012

Autonomous learning of abstractions using Curiosity-Driven Modular Incremental Slow Feature Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012

2011

Incremental Slow Feature Analysis: Adaptive and Episodic Learning from High-Dimensional Input Streams

[BibT_eX]

[DOI]

Varun Raj Kompella

Matthew D. Luciw

Jürgen Schmidhuber

CoRR, 2011

Incremental Slow Feature Analysis.

[BibT_eX]

[DOI]

Varun Raj Kompella

Matthew D. Luciw

Jürgen Schmidhuber

Proceedings of the IJCAI 2011, 2011

Detection and avoidance of semi-transparent obstacles using a collective-reward based approach.

[BibT_eX]

[DOI]

Varun Raj Kompella

Peter F. Sturm

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

AutoIncSFA and vision-based developmental learning for humanoid robots.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2011), 2011

Varun Raj Kompella

Timeline

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