Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement
Learning

Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning

29 March 2023

Sotetsu Koyamada

Soichiro Nishimori

Papers citing "Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning"

16 / 16 papers shown

Title
Rulebook: bringing co-routines to reinforcement learning environments Massimo Fioravanti Samuele Pasini Giovanni Agosta 33 0 0 28 Apr 2025
SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social Dilemmas Zihao Guo Richard Willis Richard Willis Tristan Tomilin Joel Z Leibo Yali Du 58 0 0 18 Mar 2025
Environment Descriptions for Usability and Generalisation in Reinforcement Learning Dennis J. N. J. Soemers Spyridon Samothrakis Kurt Driessens M. Winands OffRL 85 1 0 22 Dec 2024
Enhancing Chess Reinforcement Learning with Graph Representation Tomas Rigaux H. Kashima GNN 39 0 0 31 Oct 2024
Kinetix: Investigating the Training of General Agents through Open-Ended Physics-Based Control Tasks Michael T. Matthews Michael Beukman Chris Xiaoxuan Lu Jakob Foerster OffRL AI4CE 36 2 0 30 Oct 2024
EconoJax: A Fast & Scalable Economic Simulation in Jax Koen Ponse Aske Plaat Niki van Stein Thomas M. Moerland 33 0 0 29 Oct 2024
NAVIX: Scaling MiniGrid Environments with JAX Eduardo Pignatelli Jarek Liesen R. T. Lange Chris Xiaoxuan Lu Pablo Samuel Castro Laura Toni 45 3 0 28 Jul 2024
Gymnasium: A Standard Interface for Reinforcement Learning Environments Mark Towers Ariel Kwiatkowski Jordan Terry John U. Balis Gianluca De Cola ... Andrea Pierré Sander Schulhoff Jun Jet Tai Hannah Tan Omar G. Younis AuLLM OffRL 24 164 0 24 Jul 2024
Discovering Minimal Reinforcement Learning Environments Jarek Liesen Chris Xiaoxuan Lu Andrei Lupu Jakob N. Foerster Henning Sprekeler R. T. Lange OffRL 51 3 0 18 Jun 2024
A Simple, Solid, and Reproducible Baseline for Bridge Bidding AI Haruka Kita Sotetsu Koyamada Yotaro Yamaguchi Shin Ishii 40 0 0 14 Jun 2024
A Batch Sequential Halving Algorithm without Performance Degradation Sotetsu Koyamada Soichiro Nishimori Shin Ishii 28 0 0 01 Jun 2024
JaxUED: A simple and useable UED library in Jax Samuel Coward Michael Beukman Jakob Foerster 43 5 0 19 Mar 2024
Spyx: A Library for Just-In-Time Compiled Optimization of Spiking Neural Networks Kade Heckel Thomas Nowotny 43 3 0 29 Feb 2024
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning Michael T. Matthews Michael Beukman Benjamin Ellis Mikayel Samvelyan Matthew Jackson Samuel Coward Jakob Foerster OffRL 35 26 0 26 Feb 2024
JaxMARL: Multi-Agent RL Environments in JAX Alex Rutherford Benjamin Ellis Matteo Gallici Jonathan Cook Andrei Lupu ... Bruno Lacerda Nick Hawes Tim Rocktaschel Chris Xiaoxuan Lu Jakob N. Foerster 36 20 0 16 Nov 2023
Games for Artificial Intelligence Research: A Review and Perspectives Chengpeng Hu Yunlong Zhao Ziqi Wang Haocheng Du Jialin Liu AI4CE 35 13 0 26 Apr 2023