Lifelong Learning

Publications

2011

Mark Ring
Recurrent Transition Hierarchies for Continual Learning: A General Overview. Lifelong Learning (2011)
Antons Rebguns, Daniel Ford, Ian R. Fasel
InfoMax Control for Acoustic Exploration of Objects by a Mobile Robot. Lifelong Learning (2011)
Alexander Stoytchev
Baby Gym For Robots: A New Platform For Testing Developmental Learning Algorithms. Lifelong Learning (2011)
Jürgen Schmidhuber
Lifelong Credit Assignment with the Success-Story Algorithm. Lifelong Learning (2011)
Yoonsuck Choe
Action-Based Autonomous Grounding. Lifelong Learning (2011)
Ben Goertzel
Lifelong Forgetting: A Critical Ingredient of Lifelong Learning, and Its Implementation in the OpenCog Integrative AI Framework. Lifelong Learning (2011)
Eric Eaton, Terran Lane
The Importance of Selective Knowledge Transfer for Lifelong Learning. Lifelong Learning (2011)
Lifelong Learning, Papers from the 2011 AAAI Workshop, San Francisco, California, USA, August 7, 2011 Lifelong Learning (2011)
Yury Vinokurov, Christian Lebiere, Seth A. Herd, Randall C. O'Reilly
A Metacognitive Classifier Using a Hybrid ACT-R/Leabra Architecture. Lifelong Learning (2011)
Beata J. Grzyb, Joschka Boedecker, Minoru Asada, Angel P. del Pobil, Linda B. Smith
Between Frustration and Elation: Sense of Control Regulates the lntrinsic Motivation for Motor Learning. Lifelong Learning (2011)
Farnaz Abtahi, Ian R. Fasel
Deep Belief Nets as Function Approximators for Reinforcement Learning. Lifelong Learning (2011)
Arjan Gijsberts, Giorgio Metta
Incremental Sensorimotor Learning with Constant Update Complexity. Lifelong Learning (2011)
Scott Niekum, Andrew G. Barto
Clustering via Dirichlet Process Mixture Models for Portable Skill Discovery. Lifelong Learning (2011)
Avneesh Singh Saluja, Frank Mokaya, Mariano Phielipp, Branislav Kveton
Automatic Identity Inference for Smart TVs. Lifelong Learning (2011)
Lisa Torrey
Lightweight Adaptation in Model-Based Reinforcement Learning. Lifelong Learning (2011)
Shiraj Sen, Grant Sherrick, Dirk Ruiken, Roderic A. Grupen
Hierarchical Skills and Skill-based Representation. Lifelong Learning (2011)