Varun Raj Kompella

21 papers A* 2A 1B 1Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
Event Tables for Efficient Experience Replay.
Trans. Mach. Learn. Res.
Varun Raj Kompella, Thomas Walsh, Samuel Barrett, Peter R. Wurman, Peter Stone
2022 J jnl
Event Tables for Efficient Experience Replay.
CoRR
Varun Raj Kompella, Thomas Walsh, Samuel Barrett, Peter R. Wurman, Peter Stone
2022 J jnl
Outracing champion Gran Turismo drivers with deep reinforcement learning.
Nat.
Peter R. Wurman, Samuel Barrett, Kenta Kawamoto, James MacGlashan, Kaushik Subramanian, Thomas J. Walsh, Roberto Capobianco, Alisa Devlic, Franziska Eckert, Florian Fuchs, Leilani Gilpin, Piyush Khandelwal, Varun Raj Kompella, HaoChih Lin, Patrick MacAlpine, Declan Oller, Takuma Seno, Craig Sherstan, Michael D. Thomure, Houmehr Aghabozorgi, Leon Barrett, Rory Douglas, Dion Whitehead, Peter Dürr, Peter Stone, Michael Spranger, Hiroaki Kitano
2021 J jnl
Agent-Based Markov Modeling for Improved COVID-19 Mitigation Policies.
J. Artif. Intell. Res.
Roberto Capobianco, Varun Raj Kompella, James Ault, Guni Sharon, Stacy Jong, Spencer J. Fox, Lauren Ancel Meyers, Peter R. Wurman, Peter Stone
2021 A conf
Multiagent Epidemiologic Inference through Realtime Contact Tracing.
AAMAS
Guni Sharon, James Ault, Peter Stone, Varun Raj Kompella, Roberto Capobianco
2020 — conf
Reinforcement Learning for Optimization of COVID-19 Mitigation Policies.
AI4SG@AAAI Fall Symposium
Varun Raj Kompella, Roberto Capobianco, Stacy Jong, Jonathan Browne, Spencer J. Fox, Lauren Ancel Meyers, Peter R. Wurman, Peter Stone
2020 J jnl
Reinforcement Learning for Optimization of COVID-19 Mitigation policies.
CoRR
Varun Raj Kompella, Roberto Capobianco, Stacy Jong, Jonathan Browne, Spencer J. Fox, Lauren Ancel Meyers, Peter R. Wurman, Peter Stone
2018 — conf
Utilizing Slow Feature Analysis for Lipreading.
ITG Symposium on Speech Communication
Jan Freiwald, Mahdie Karbasi, Steffen Zeiler, Jan Melchior, Varun Raj Kompella, Laurenz Wiskott, Dorothea Kolossa
2017 J jnl
Continual curiosity-driven skill acquisition from high-dimensional video inputs for humanoid robots.
Artif. Intell.
Varun Raj Kompella, Marijn F. Stollenga, Matthew D. Luciw, Jürgen Schmidhuber
2017 J jnl
Intrinsically Motivated Acquisition of Modular Slow Features for Humanoids in Continuous and Non-Stationary Environments.
CoRR
Varun Raj Kompella, Laurenz Wiskott
2016 J jnl
Optimal Curiosity-Driven Modular Incremental Slow Feature Analysis.
Neural Comput.
Varun Raj Kompella, Matthew D. Luciw, Marijn F. Stollenga, Jürgen Schmidhuber
2014 — conf
An Anti-hebbian Learning Rule to Represent Drive Motivations for Reinforcement Learning.
SAB
Varun Raj Kompella, Sohrob Kazerounian, Jürgen Schmidhuber
2014 B conf
Explore to see, learn to perceive, get the actions for free: SKILLABILITY.
IJCNN
Varun Raj Kompella, Marijn F. Stollenga, Matthew D. Luciw, Jürgen Schmidhuber
2013 J jnl
An intrinsic value system for developing multiple invariant representations with incremental slowness learning.
Frontiers Neurorobotics
Matthew D. Luciw, Varun Raj Kompella, Sohrob Kazerounian, Jürgen Schmidhuber
2012 — conf
Autonomous learning of abstractions using Curiosity-Driven Modular Incremental Slow Feature Analysis.
ICDL-EPIROB
Varun Raj Kompella, Matthew D. Luciw, Marijn F. Stollenga, Leo Pape, Jürgen Schmidhuber
2012 J jnl
Collective-reward based approach for detection of semi-transparent objects in single images.
Comput. Vis. Image Underst.
Varun Raj Kompella, Peter F. Sturm
2012 J jnl
Incremental Slow Feature Analysis: Adaptive Low-Complexity Slow Feature Updating from High-Dimensional Input Streams.
Neural Comput.
Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber
2011 — conf
AutoIncSFA and vision-based developmental learning for humanoid robots.
Humanoids
Varun Raj Kompella, Leo Pape, Jonathan Masci, Mikhail Frank, Jürgen Schmidhuber
2011 A* conf
Detection and avoidance of semi-transparent obstacles using a collective-reward based approach.
ICRA
Varun Raj Kompella, Peter F. Sturm
2011 A* conf
Incremental Slow Feature Analysis.
IJCAI
Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber
2011 J jnl
Incremental Slow Feature Analysis: Adaptive and Episodic Learning from High-Dimensional Input Streams
CoRR
Varun Raj Kompella, Matthew D. Luciw, Jürgen Schmidhuber