Andrea Bonarini

Reinforcement Learning · 2008–2020

A researcher in the Science corpus: 3 papers; trusts 19 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 26 citations into it
• Artificial Intelligence — 23 citations into it; #17,208 of 35,345 by trust here, #16,166 by citations
• Computational Theory and Mathematics — 10 citations into it
• Control and Systems Engineering — 6 citations into it
• Representation & Self-Supervised Learning — 5 citations into it

Whom Andrea Bonarini trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Matthew E. Taylor
2. Andreas Maurer
3. Damien Ernst
4. Peter Stone
5. Martin A. Riedmiller
6. Jonathan Baxter
7. Nicholas K. Jong
8. Richard S. Sutton
9. Kyle Duffie
10. Csaba Szepesvari

Who trusts Andrea Bonarini overall

1. Alessandro Lazaric
2. Matthew E. Taylor
3. Yusen Zhan

Papers from Andrea Bonarini's perspective

Ordered by how strongly the researchers Andrea Bonarini trusts endorse each paper. Same corpus, a different order for every researcher.

1. Human-level control through deep reinforcement learning
2. ImageNet classification with deep convolutional neural networks
3. Continuous control with deep reinforcement learning (International Conference on Learning Representations)
4. Multitask Learning
5. The Arcade Learning Environment: An Evaluation Platform for General Agents
6. Reinforcement Learning: An Introduction
7. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
8. Gradient-based learning applied to document recognition
9. MuJoCo: A physics engine for model-based control
10. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)

Their papers

• Transfer of samples in batch reinforcement learning (2008) — 200 citations
• Sharing Knowledge in Multi-Task Deep Reinforcement Learning (2020) — 156 citations
• Fitted Policy Search: Direct Policy Search using a Batch Reinforcement Learning Approach (2010) — 5 citations