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OFFLINE REINFORCEMENT LEARNING HANDS-ON
Louis Monier
,
Jakub Kmec
,
Alexandre Laterre
,
Thomas Pierrot
,
Valentin Courgeau
,
et al.
NeurIPS 2020 Offline Reinforcement Learning Workshop, 2020, Virtual, Micronesia
Conference papers
hal-03753560v1
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Diversity policy gradient for sample efficient quality-diversity optimization
Thomas Pierrot
,
Valentin Macé
,
Felix Chalumeau
,
Arthur Flajolet
,
Geoffrey Cideron
,
et al.
GECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. pp.1075-1083, ⟨10.1145/3512290.3528845⟩
Conference papers
hal-03864262v1
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First-Order and Second-Order Variants of the Gradient Descent in a Unified Framework
Thomas Pierrot
,
Nicolas Perrin-Gilbert
,
Olivier Sigaud
Conference papers
hal-03404369v1
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Learning Compositional Neural Programs for Continuous Control
Thomas Pierrot
,
Nicolas Perrin
,
Feryal Behbahani
,
Alexandre Laterre
,
Olivier Sigaud
,
et al.
2020
Preprints, Working Papers, ...
hal-03083161v1
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Learning Compositional Neural Programs with Recursive Tree Search and Planning
Thomas Pierrot
,
Guillaume Ligner
,
Scott Reed
,
Olivier Sigaud
,
Nicolas Perrin
,
et al.
Advances in Neural Information Processing Systems 32 (NeurIPS 2019), Dec 2019, Vancouver, Canada
Conference papers
hal-03080949v1
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QD-RL: Efficient Mixing of Quality and Diversity in Reinforcement Learning
Geoffrey Cideron
,
Thomas Pierrot
,
Nicolas Perrin
,
Karim Beguir
,
Olivier Sigaud
2020
Preprints, Working Papers, ...
hal-03083159v1
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DIVERSITY POLICY GRADIENT FOR SAMPLE EFFI-CIENT QUALITY-DIVERSITY OPTIMIZATION
Thomas Pierrot
,
Valentin Macé
,
Felix Chalumeau
,
Arthur Flajolet
,
Geoffrey Cideron
,
et al.
Workshop on Agent Learning in Open-Endedness (ALOE) at ICLR 2022, 2022, virtual, Vatican City
Conference papers
hal-03753541v1
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First-order and second-order variants of the gradient descent in a unified framework
Thomas Pierrot
,
Nicolas Perrin
,
Olivier Sigaud
2019
Preprints, Working Papers, ...
hal-02397757v1
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