Varun Raj Kompella

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

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Bibliography

2023
Event Tables for Efficient Experience Replay.
Trans. Mach. Learn. Res., 2023

2022
Outracing champion Gran Turismo drivers with deep reinforcement learning.
Nat., 2022

2021
Agent-Based Markov Modeling for Improved COVID-19 Mitigation Policies.
J. Artif. Intell. Res., 2021

Multiagent Epidemiologic Inference through Realtime Contact Tracing.
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.
Proceedings of the AAAI Fall Symposium on AI for Social Good, 2020

2018
Utilizing Slow Feature Analysis for Lipreading.
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.
CoRR, 2017

Continual curiosity-driven skill acquisition from high-dimensional video inputs for humanoid robots.
Artif. Intell., 2017

2016
Optimal Curiosity-Driven Modular Incremental Slow Feature Analysis.
Neural Comput., 2016

2014
An Anti-hebbian Learning Rule to Represent Drive Motivations for Reinforcement Learning.
Proceedings of the From Animals to Animats 13, 2014

Explore to see, learn to perceive, get the actions for free: SKILLABILITY.
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.
Frontiers Neurorobotics, 2013

2012
Incremental Slow Feature Analysis: Adaptive Low-Complexity Slow Feature Updating from High-Dimensional Input Streams.
Neural Comput., 2012

Collective-reward based approach for detection of semi-transparent objects in single images.
Comput. Vis. Image Underst., 2012

Autonomous learning of abstractions using Curiosity-Driven Modular Incremental Slow Feature Analysis.
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
CoRR, 2011

Incremental Slow Feature Analysis.
Proceedings of the IJCAI 2011, 2011

Detection and avoidance of semi-transparent obstacles using a collective-reward based approach.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

AutoIncSFA and vision-based developmental learning for humanoid robots.
Proceedings of the 11th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2011), 2011


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