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Giuseppe Paolo
- Doctorant
- Bureau: Salle 310
- Email: giuseppe.paolo93@gmail.com
- Addresse: ISIR, Campus Pierre et Marie Curie, 4 place Jussieu, BC173, 75005 Paris
- Site web: https://www.giupaolo.com/
- Bio: equipe AMAC
Publications
- Giuseppe Paolo, Miranda Coninx, Alban Laflaquière, Stéphane Doncieux. Discovering and Exploiting Sparse Rewards in a Learned Behavior Space. Evolutionary Computation, In press, pp.1-28. ⟨hal-04239313⟩
- Giuseppe Paolo. Learning in Sparse Rewards setting through Quality Diversity algorithms. Artificial Intelligence [cs.AI]. Sorbonne Université, 2021. English. ⟨NNT : 2021SORUS400⟩. ⟨tel-03707344v2⟩
- Giuseppe Paolo, Alexandre Coninx, Stéphane Doncieux, Alban Laflaquière. Sparse Reward Exploration via Novelty Search and Emitters. The Genetic and Evolutionary Computation Conference 2021 (GECCO 2021), Jul 2021, Lille, France. ⟨10.1145/3449639.3459314⟩. ⟨hal-03200022⟩
- Stephane Doncieux, Giuseppe Paolo, Alban Laflaquière, Alexandre Coninx. Novelty Search makes Evolvability Inevitable. GECCO '20, Jul 2020, Cancun, Mexico. ⟨10.1145/3377930.3389840⟩. ⟨hal-02561763⟩
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Giuseppe Paolo, Alban Laflaquière, Alexandre Coninx, Stephane Doncieux. Unsupervised Learning and Exploration of Reachable Outcome Space. IEEE International Conference on Robotics and Automation (ICRA), 2020, Paris, France. ⟨10.1109/icra40945.2020.9196819⟩. ⟨hal-02951255⟩
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