AI Research and Development
Introducing ELF: An extensive, lightweight and flexible platform for game research

Introducing ELF: An extensive, lightweight and flexible platform for game research

7/6/2017 · Yuandong Tian

What this post added

Introduced ELF (Extensive, Lightweight, and Flexible) platform for game research, enabling AI model training in diverse game environments (board games, Atari, custom RTS). ELF supports high-performance computing with minimal resources (laptop with GPU), handles concurrency automatically, and offers a clean Python interface for batch processing of game states. It includes Mini-RTS, a fast RTS engine for research, and has shown faster simulation and training speeds than OpenAI Gym. The platform's architecture involves a C++ simulator communicating with Python AI models, with flexible pairing of game instances and actor models for rapid algorithm prototyping.

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