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authFullName_s : Thomas Pierrot
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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

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

First-Order and Second-Order Variants of the Gradient Descent in a Unified Framework

Thomas Pierrot , Nicolas Perrin-Gilbert , Olivier Sigaud
30th International Conference on Artificial Neural Networks - ICANN 2021, Sep 2021, Bratislava, Slovakia. pp.197-208, ⟨10.1007/978-3-030-86340-1_16⟩
Conference papers hal-03404369v1

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

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

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

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