Active Learning and Intrinsically Motivated . . .

Active Learning and Intrinsically Motivated . . . (2010)

Cached

Download Links

[hal.inria.fr]

by n.n.

BibTeX

@MISC{n.n.10activelearning,
    author = {n.n.},
    title = {Active Learning and Intrinsically Motivated . . . },
    year = {2010}
}

Bookmark

OpenURL

Abstract

Citations

582	Queries and concept learning - Angluin - 1988
427	Integrated architectures for learning, planning, and reacting based on approximating integrated architectures for learning, planning, and reacting based on approximating dynamic programming - Sutton - 1990
402	Active learning with statistical models - Cohn, Ghahramani, et al. - 1996
322	PR: A neural substrate of prediction and reward - Schultz, Dayan, et al. - 1997
258	Theory of Optimal Experiments - Fedorov - 1972
161	is more: active learning with support vector machines - Schohn, Cohn, et al. - 2000
123	Autonomous mental development by robots and animals - Weng, McClelland, et al. - 2001
121	Efficient global optimization of expensive black-box functions, Global Optimization 13 - Jones, Schonlau, et al. - 1998
111	Bayesian experimental design: A review - Chaloner, Verdinelli - 1995
91	Near-optimal sensor placements in Gaussian processes: theory, efficientalgorithms and empirical studies - Krause, Singh, et al. - 2008
81	Intrinsic motivation systems for autonomous mental development - Oudeyer, Kaplan, et al. - 2007
80	Intrinsically motivated learning of hierarchical collections of skills - Barto, Singh, et al. - 2004
76	Developmental robotics: A survey - Lungarella, Metta, et al. - 2003
68	Motivation reconsidered: The concept of competence - White - 1959
68	Monotone Dynamical Systems - Smith - 1995
62	Confl ict, Arousal and Curiosity - Berlyne - 1960
59	Intrinsically motivated reinforcement learning - Singh, Barto, et al. - 2005
58	Active Exploration in Dynamic Environments - Thrun, Moeller - 1992
57	A possibility for implementing curiosity and boredom in model-building neural controllers - Schmidhuber - 1991
55	How to build complete creatures rather than isolated cognitive simulators - Brooks - 1991
50	Analysis of a greedy active learning strategy - Dasgupta - 2004
46	Novelty and reinforcement learning in the value system of developmental robots - Huang, Weng - 2002
35	Interactive policy learning through confidence-based autonomy - Chernova, Veloso
31	Minimax bounds for active learning - Castro, Nowak - 2007
30	The short-latency dopamine signal: a role in discovering novel actions? Nature Reviews Neuroscience 7 - Redgrave, Gurney - 2006
28	A study of cooperative mechanisms for faster reinforcement learning - Whitehead - 1991
27	Intrinsic Motivation and Self-Determination - Deci, Ryan - 1985
26	The playground experiment: taskindependent development of a curious robot - Oudeyer, Kaplan, et al.
26	Exploration in active learning - Thrun - 1995
26	Dopamine: Generalization and bonuses - Kakade, Dayan - 2002
24	The true sample complexity of active learning - Balcan, Hanneke, et al.
24	Bringing up robot: Fundamental mechanisms for creating a self-motivated, self-organizing architecture - Blank, Kumar, et al. - 2002
22	Active learning with Gaussian processes for object categorization - Kapoor, Grauman, et al. - 2007
20	Compressed sensing and Bayesian experimental design - Seeger, Nickisch
18	Developmental robotics, optimal artificial curiosity, creativity, music, and the fine arts - Schmidhuber - 2006
17	Intrinsically motivated hierarchical manipulation - Hart, Grupen - 2008
16	Nonmyopic active learning of Gaussian processes: an exploration–exploitation approach - Krause, Guestrin - 2008
15	How can we define intrinsic motivations - Oudeyer, Kaplan - 2008
15	Active learning for logistic regression: an evaluation - Schein, Ungar - 2007
12	Cognitive developmental robotics: A survey - Asada, Hosoda, et al. - 2009
11	Riac: Robust intrinsically motivated exploration and active learning - Baranes, Oudeyer - 2009
10	A Bayesian exploration-exploitation approach for optimal online sensing and planning with a visually guided mobile robot. Autonomous Robots - Martinez-Cantin, Freitas, et al. - 2009
10	Intrinsically motivated reinforcement learning: An evolutionary perspective - Singh, Lewis, et al. - 2010
10	2007b). Evolution and learning in an intrinsically motivated reinforcement learning robot - Schembri, Mirolli, et al.
9	Active learning for reward estimation in inverse reinforcement learning - Lopes, Melo, et al. - 2009
8	Generalised weakened fictitious play - Leslie, Collins - 2006
5	Thomaz, “Designing interactions for robot active learners - Cakmak, Chao, et al. - 2010
5	Learning invariant sensorimotor behaviors: A developmental approach to imitation mechanisms - Andry, Gaussier, et al. - 2003
4	Body schema acquisition through active learning - Cantin-Martinez, Lopes, et al. - 2010
4	Genetic programming for reward function search - Niekum, Barto, et al. - 2010