Parisi, Simone

7 publications

NeurIPS 2024 Beyond Optimism: Exploration with Partially Observable Rewards Simone Parisi, Alireza Kazemipour, Michael Bowling

ICML 2022 The Unsurprising Effectiveness of Pre-Trained Vision Models for Control Simone Parisi, Aravind Rajeswaran, Senthil Purushwalkam, Abhinav Gupta

NeurIPS 2021 Interesting Object, Curious Agent: Learning Task-Agnostic Exploration Simone Parisi, Victoria Dean, Deepak Pathak, Abhinav Gupta

MLJ 2019 TD-Regularized Actor-Critic Methods Simone Parisi, Voot Tangkaratt, Jan Peters, Mohammad Emtiyaz Khan

AAAI 2017 Policy Search with High-Dimensional Context Variables Voot Tangkaratt, Herke van Hoof, Simone Parisi, Gerhard Neumann, Jan Peters, Masashi Sugiyama

JAIR 2016 Multi-Objective Reinforcement Learning Through Continuous Pareto Manifold Approximation Simone Parisi, Matteo Pirotta, Marcello Restelli

AAAI 2015 Multi-Objective Reinforcement Learning with Continuous Pareto Frontier Approximation Matteo Pirotta, Simone Parisi, Marcello Restelli