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Simone Parisi
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Cited by
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Multi-objective reinforcement learning with continuous pareto frontier approximation
M Pirotta, S Parisi, M Restelli
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
612015
Policy gradient approaches for multi-objective sequential decision making
S Parisi, M Pirotta, N Smacchia, L Bascetta, M Restelli
2014 International Joint Conference on Neural Networks (IJCNN), 2323-2330, 2014
532014
Multi-objective Reinforcement Learning through Continuous Pareto Manifold Approximation
S Parisi, M Pirotta, M Restelli
Journal of Artificial Intelligence Research 57, 187-227, 2016
412016
Manifold-based multi-objective policy search with sample reuse
S Parisi, M Pirotta, J Peters
Neurocomputing, Special Issue on Multi-objective Reinforcement Learning 263†…, 2017
312017
TD-regularized actor-critic methods
S Parisi, V Tangkaratt, J Peters, ME Khan
Machine Learning 108 (8), 1467-1501, 2019
302019
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control
S Parisi, A Rajeswaran, S Purushwalkam, A Gupta
arXiv preprint arXiv:2203.03580, 2022
222022
Interesting object, curious agent: Learning task-agnostic exploration
S Parisi, V Dean, D Pathak, A Gupta
Advances in Neural Information Processing Systems 34, 20516-20530, 2021
162021
Reinforcement learning vs human programming in tetherball robot games
S Parisi, H Abdulsamad, A Paraschos, C Daniel, J Peters
2015 IEEE/RSJ International Conference on Intelligent Robots and Systems†…, 2015
162015
Goal-Driven Dimensionality Reduction for Reinforcement Learning
S Parisi, S Ramstedt, J Peters
2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2017
122017
Policy search with high-dimensional context variables
V Tangkaratt, H van Hoof, S Parisi, G Neumann, J Peters, M Sugiyama
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
122017
Policy gradient approaches for multi-objective sequential decision making: A comparison
S Parisi, M Pirotta, N Smacchia, L Bascetta, M Restelli
2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement†…, 2014
92014
Reinforcement learning algorithms: analysis and applications
B Belousov, H Abdulsamad, P Klink, S Parisi, J Peters
Springer, 2021
72021
Long-Term Visitation Value for Deep Exploration in Sparse Reward Reinforcement Learning
S Parisi, D Tateo, M Hensel, C D'Eramo, J Peters, J Pajarinen
Algorithms 15 (3), 2022
6*2022
Local-utopia Policy Selection for Multi-objective Reinforcement Learning
S Parisi, A Blank, T Viernickel, J Peters
2016 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement†…, 2016
32016
Reinforcement Learning with Sparse and Multiple Rewards
S Parisi
Technische Universitšt, 2020
12020
Studio e analisi di algoritmi di apprendimento per rinforzo policy gradient per la risoluzione di problemi decisionali multiobiettivo
S PARISI, N SMACCHIA
Italy, 2014
2014
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