Andrea Bonarini

3 papers · 2007–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

📈 Trend Setter

Venues

ICLR (1) JMLR (1) NeurIPS (1)

Top co-authors

Marcello Restelli (3) Davide Tateo (2) Jan Peters (2) Carlo D'Eramo (2) Alessandro Lazaric (1)

Research topics

Artificial Intelligence (2) Reinforcement Learning (2) Core AI (2) Methods (2) Machine Learning (1) Mathematics & Optimization (1) Learning Paradigms (1) Learning Types (1) Optimization (1) Optimization & Theory (1)

Keywords

reinforcement learning (2) representation learning (1) sample efficiency (1) multi-task learning (1) policy learning (1) importance sampling (1) sequential monte carlo (1) value iteration (1) continuous action space (1) actor-critic method (1) algorithm implementation (1) continuous action (1) open-source library (1) deep reinforcement learning (1) task sharing (1)

Papers

MushroomRL: Simplifying Reinforcement Learning Research JMLR 2021 Sharing Knowledge in Multi-Task Deep Reinforcement Learning ICLR 2020 Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods NeurIPS 2007