Interest Group: Statistical Forward Planning

• Start year: 2022

Members involved

• James Goodman
• Marko Tot
• Michael Aichmueller
• George Long
• Fandi Meng
• Ethan Xu
• Diego Perez Liebana
• Raluca Gaina
• Simon Lucas

Papers discussed backlog

• 15-Jun: Michael Aichmueller, Tutorial on Counterfactual Regret Minimization (Part 3), 2022
• 01-Jun: Michael Aichmueller, Tutorial on Counterfactual Regret Minimization (Part 2), 2022
• 18-May: Michael Aichmueller, Tutorial on Counterfactual Regret Minimization (Part 1), 2022
• 04-May: Sherjil Ozair, Y. Li, A. Razavi, I. Antonoglou, A. Oord, Oriol Vinyals, “Vector Quantized Models for Planning”, 2021
• 20-Apr: Thomas Gabor , Jan Peter , Thomy Phan , Christian Meyer and Claudia Linnhoff-Popien, “Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search”, 2019
• 23-Mar: Hendrik Baier, M. Kaisers, “Novelty and MCTS”, 2021
• 09-Mar: Grosse, Zhang, Hennig, “Probabilistic DAG Search”, 2021
• 23-Feb: Hendrik Baier, M. Kaisers, “Towards Explainable MCTS”, 2020
• 09-Feb: Czech, Korus, Kersting, “Improving AlphaZero Using Monte-Carlo Graph Search”, 2021