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benedekrozemberczki authored Jul 25, 2021
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Expand Up @@ -31,40 +31,34 @@ A curated list of Monte Carlo tree search papers with implementations from the f
Similar collections about [graph classification](https://github.com/benedekrozemberczki/awesome-graph-classification), [gradient boosting](https://github.com/benedekrozemberczki/awesome-gradient-boosting-papers), [classification/regression trees](https://github.com/benedekrozemberczki/awesome-decision-tree-papers), [fraud detection](https://github.com/benedekrozemberczki/awesome-fraud-detection-papers), and [community detection](https://github.com/benedekrozemberczki/awesome-community-detection) papers with implementations.

## 2021

- **Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search (AAAI 2021)**
- Li-Cheng Lan, Ti-Rong Wu, I-Chen Wu, Cho-Jui Hsieh
- [[Paper]]( )
- [[Code]]( )
- [[Paper]](https://arxiv.org/abs/2012.07910)

- **Dec-SGTS: Decentralized Sub-Goal Tree Search for Multi-Agent Coordination (AAAI 2021)**
- Minglong Li, Zhongxuan Cai, Wenjing Yang, Lixia Wu, Yinghui Xu, Ji Wang
- [[Paper]]( )
- [[Code]]( )
- [[Paper]](https://ojs.aaai.org/index.php/AAAI/article/view/17345)

- **Improved POMDP Tree Search Planning with Prioritized Action Branching (AAAI 2021)**
- John Mern, Anil Yildiz, Lawrence Bush, Tapan Mukerji, Mykel J. Kochenderfer
- [[Paper]]( )
- [[Code]]( )
- [[Paper]](https://arxiv.org/abs/2010.03599)

- **Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search (AAAI 2021)**
- Alvaro Velasquez, Brett Bissey, Lior Barak, Andre Beckus, Ismail Alkhouri, Daniel Melcer, George K. Atia
- [[Paper]]( )
- [[Code]]( )
- [[Paper]](https://ojs.aaai.org/index.php/AAAI/article/view/17427)

- **Single Player Monte-Carlo Tree Search Based on the Plackett-Luce Model (AAAI 2021)**
- Felix Mohr, Viktor Bengs, Eyke Hüllermeier
- [[Paper]]( )
- [[Code]]( )
- [[Paper]](https://ojs.aaai.org/index.php/AAAI/article/view/17468)

- **Practical Massively Parallel Monte-Carlo Tree Search Applied to Molecular Design (ICLR 2021)**
- Xiufeng Yang, Tanuj Kr Aasawat, Kazuki Yoshizoe
- [[Paper]]( )
- [[Code]]( )
- [[Paper]](https://arxiv.org/abs/2006.10504)

- **Convex Regularization in Monte-Carlo Tree Search (ICML 2021)**
- Tuan Dam, Carlo D'Eramo, Jan Peters, Joni Pajarinen
- [[Paper]]( )
- [[Code]]( )
- [[Paper]](https://arxiv.org/abs/2007.00391)

## 2020

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