Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments

Multidimensional binary search trees used for associative searching

J. L. Bentley · 1975

Earlier work this paper cites.

Maximum likelihood from incomplete data via the em algorithm

A. P. Dempster, N. M. Laird, and D. B. Rubin · 1977

Earlier work this paper cites.

Model selection and akaike’s information criterion (aic): The general theory and its analytical extensions

H. Bozdogan · 1987

Earlier work this paper cites.

Learning and development in neural networks: the importance of starting small

J. L. Elman · 1993

Earlier work this paper cites.

The infinite gaussian mixture model

C. E. Rasmussen · 2000

Earlier work this paper cites.

The nonstochastic multiarmed bandit problem

P. Auer, N. Cesa-Bianchi, Y. Freund, and R. E. Schapire · 2002

Earlier work this paper cites.

Bringing up robot: Fundamental mechanisms for creating a self-motivated, self-organizing architecture

D. Blank, D. Kumar, L. Meeden, and J. Marshall · 2003

Earlier work this paper cites.

Intrinsic motivation systems for autonomous mental development

P.-Y. Oudeyer, F. Kaplan, and V. V. Hafner · 2006

Earlier work this paper cites.

In search of the neural circuits of intrinsic motivation

F. Kaplan and P.-Y. Oudeyer · 2007

Earlier work this paper cites.

Flexible shaping: How learning in small steps helps

K. A. Krueger and P. Dayan · 2008

Earlier work this paper cites.

R-IAC: robust intrinsically motivated exploration and active learning

A. Baranes and P. Oudeyer · 2009

Cited alongside, same era.

Curriculum learning

Y. Bengio, J. Louradour, R. Collobert, and J. Weston · 2009

Cited alongside, same era.

Transfer learning for reinforcement learning domains: A survey

M. E. Taylor and P. Stone · 2009

Cited alongside, same era.

The Strategic Student Approach for Life-Long Exploration and Learning

M. Lopes and P.-Y. Oudeyer · 2012

Cited alongside, same era.

Active learning of inverse models with intrinsically motivated goal exploration in robots

A. Baranes and P.-Y. Oudeyer · 2012

Cited alongside, same era.

Self-organization of early vocal development in infants and machines: The role of intrinsic motivation

C. Moulin-Frier, S. M. Nguyen, and P.-Y. Oudeyer · 2013

Automated curriculum learning for neural networks

A. Graves, M. G. Bellemare, J. Menick, R. Munos, and K. Kavukcuoglu · 2017

Later among the works it cites.

Intrinsically motivated goal exploration processes with automatic curriculum learning

Original

S. Forestier, Y. Mollard, and P. Oudeyer · 2017

Later among the works it cites.

Reward-guided curriculum for robust reinforcement learning

P. R. S. K. Mysore, S · 2018

Later among the works it cites.

Automatic goal generation for reinforcement learning agents

C. Florensa, D. Held, X. Geng, and P. Abbeel · 2018

Later among the works it cites.

Reinforcement learning for improving agent design

Original

D. Ha · 2018

Later among the works it cites.