Eric Eaton

According to our database1, Eric Eaton authored at least 51 papers between 2005 and 2018.

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Bibliography

2018
Welcome to AI matters 4(1).
AI Matters, 2018

An interview with Ayanna Howard.
AI Matters, 2018

Welcome to AI matters, volume 3, issue 4.
AI Matters, 2018

Blue sky ideas in artificial intelligence education from the EAAI 2017 new and future AI educator program.
AI Matters, 2018

Lifelong Inverse Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Multi-Agent Distributed Lifelong Learning for Collective Knowledge Acquisition.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Modeling Consecutive Task Learning with Task Graph Agendas.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Lifelong Learning Networks: Beyond Single Agent Lifelong Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Estimating 3D trajectories from 2D projections via disjunctive factored four-way conditional restricted Boltzmann machines.
Pattern Recognition, 2017

AI profiles: an interview with Maja Matarić.
AI Matters, 2017

AI profiles: an interview with Peter Stone.
AI Matters, 2017

AI profiles: an interview with Jim Kurose.
AI Matters, 2017

ACM SIGAI activity report.
AI Matters, 2017

Welcome to AI matters, volume 3, issue 3.
AI Matters, 2017

Welcome to AI matters, volume 3, issue 2.
AI Matters, 2017

Teaching Integrated AI through Interdisciplinary Project-Driven Courses.
AI Magazine, 2017

Lifelong Learning with Gaussian Processes.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2016
AI profiles: an interview with Peter Norvig.
AI Matters, 2016

Welcome to AI Matters, volume 2, issue 3.
AI Matters, 2016

Lifelong learning for disturbance rejection on mobile robots.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Using Task Features for Zero-Shot Knowledge Transfer in Lifelong Learning.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015
Welcome to AI Matter: volume 2, issue 1.
AI Matters, 2015

Welcome to AI Matters, volume 2, issue 2.
AI Matters, 2015

Who speaks for AI?
AI Matters, 2015

Reports from the 2015 AAAI Workshop Program.
AI Magazine, 2015

Autonomous Cross-Domain Knowledge Transfer in Lifelong Policy Gradient Reinforcement Learning.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Multi-view constrained clustering with an incomplete mapping between views.
Knowl. Inf. Syst., 2014

Computational Sustainability: Editorial Introduction to the Summer and Fall Issues.
AI Magazine, 2014

Computational Sustainability.
AI Magazine, 2014

Online Multi-Task Learning for Policy Gradient Methods.
Proceedings of the 31th International Conference on Machine Learning, 2014

Online Multi-Task Gradient Temporal-Difference Learning.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Online Multi-Task Learning via Sparse Dictionary Optimization.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Reports of the 2013 AAAI Spring Symposium Series.
AI Magazine, 2013

ELLA: An Efficient Lifelong Learning Algorithm.
Proceedings of the 30th International Conference on Machine Learning, 2013

Scalable Lifelong Learning with Active Task Selection.
Proceedings of the Lifelong Machine Learning, 2013

Active Task Selection for Lifelong Machine Learning.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
A Spin-Glass Model for Semi-Supervised Community Detection.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Selective Transfer Between Learning Tasks Using Task-Based Boosting.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

The Importance of Selective Knowledge Transfer for Lifelong Learning.
Proceedings of the Lifelong Learning, 2011

2010
Modelling and learning user preferences over sets.
J. Exp. Theor. Artif. Intell., 2010

Multi-view clustering with constraint propagation for learning with an incomplete mapping between views.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Interactive Learning Using Manifold Geometry.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Set-Based Boosting for Instance-Level Transfer.
Proceedings of the ICDM Workshops 2009, 2009

Interactive Learning Using Manifold Geometry.
Proceedings of the Manifold Learning and Its Applications, 2009

2008
Modeling Transfer Relationships Between Learning Tasks for Improved Inductive Transfer.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

2007
Using Multiresolution Learning for Transfer in Image Classification.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Learning user preferences for sets of objects.
Proceedings of the Machine Learning, 2006

Multi-Resolution Learning for Knowledge Transfer.
Proceedings of the Proceedings, 2006

2005
A Context-Sensitive and User-Centric Approach to Developing Personal Assistants.
Proceedings of the Persistent Assistants: Living and Working with AI, 2005


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