Train on Small, Play the Large: Scaling Up Board Games with AlphaZero and GNN

18 July 2021

Papers citing "Train on Small, Play the Large: Scaling Up Board Games with AlphaZero and GNN"

8 / 8 papers shown

Title
On-line Policy Improvement using Monte-Carlo Search Gerald Tesauro Gregory R. Galperin 92 270 0 09 Jan 2025
Enhancing Chess Reinforcement Learning with Graph Representation Tomas Rigaux H. Kashima GNN 34 0 0 31 Oct 2024
Towards Faster Matrix Diagonalization with Graph Isomorphism Networks and the AlphaZero Framework Geigh Zollicoffer Kshitij Bhatta Manish Bhattarai Phil Romero C. Negre Anders M. N. Niklasson A. Adedoyin 21 0 0 30 Jun 2024
From Images to Connections: Can DQN with GNNs learn the Strategic Game of Hex? Yannik Keller Jannis Blüml Gopika Sudhakaran Kristian Kersting GNN 24 0 0 22 Nov 2023
Online 3D Bin Packing Reinforcement Learning Solution with Buffer Aaron Valero Puche Sukhan Lee OffRL 16 13 0 15 Aug 2022
Brick Tic-Tac-Toe: Exploring the Generalizability of AlphaZero to Novel Test Environments John Tan Chong Min Mehul Motani 32 1 0 13 Jul 2022
Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments Maor Ivgi Y. Carmon Jonathan Berant 19 17 0 13 Feb 2022
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 206 885 0 07 Jun 2018