Varun Raj Kompella

发表

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

Jürgen Schmidhuber, Varun Raj Kompella, Matthew D. Luciw, 2011, ArXiv.

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

Jürgen Schmidhuber, Varun Raj Kompella, Sohrob Kazerounian, 2014, SAB.

Optimal Curiosity-Driven Modular Incremental Slow Feature Analysis

Jürgen Schmidhuber, Marijn F. Stollenga, Varun Raj Kompella, 2016, Neural Computation.

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

Laurenz Wiskott, Varun Raj Kompella, Laurenz Wiskott, 2017, ArXiv.

AutoIncSFA and vision-based developmental learning for humanoid robots

Jürgen Schmidhuber, Mikhail Frank, Jonathan Masci, 2011, 2011 11th IEEE-RAS International Conference on Humanoid Robots.

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

Peter F. Sturm, Varun Raj Kompella, P. Sturm, 2011, 2011 IEEE International Conference on Robotics and Automation.

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

Marijn F. Stollenga, Varun Raj Kompella, Matthew D. Luciw, 2017, Artif. Intell..

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

Peter F. Sturm, Varun Raj Kompella, P. Sturm, 2012, Comput. Vis. Image Underst..

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

Jürgen Schmidhuber, Marijn F. Stollenga, Varun Raj Kompella, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

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

Jürgen Schmidhuber, Varun Raj Kompella, Matthew D. Luciw, 2012, Neural Computation.

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

Jürgen Schmidhuber, Marijn F. Stollenga, Varun Raj Kompella, 2012, 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL).

Hierarchical Incremental Slow Feature Analysis

Varun Raj Kompella, Matthew Luciw, Juergen Schmidhuber, 2012 .

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

Jürgen Schmidhuber, Varun Raj Kompella, Matthew D. Luciw, 2013, Front. Neurorobot..

Utilizing Slow Feature Analysis for Lipreading

Laurenz Wiskott, Steffen Zeiler, Dorothea Kolossa, 2018, ITG Symposium on Speech Communication.

Incremental Slow Feature Analysis

Jürgen Schmidhuber, Varun Raj Kompella, Matthew D. Luciw, 2011, IJCAI.

Slowness learning for curiosity-driven agents

Varun Raj Kompella, 2014 .

Accumulator Intrinsic Motivation Block φ L 1 φ L k Input Observations ( x ) Reward Switch

Marijn F. Stollenga, Varun Raj Kompella, J. Schmidhuber, 2012 .

Training Champion-level Race Car Drivers Using Deep Reinforcement Learning

Varun Raj Kompella, Peter R. Wurman, Michael D. Thomure, 2021 .

Hierarchical Incremental Slow Feature Analysis

Varun Raj Kompella, J. Schmidhuber, M. Luciw, 2012 .