Resource Game Development- Griddly

Resource Type:

Other

Subjects:

Artificial Intelligence, Computer Science> Coding

Grade Levels:

12th, Adult Learners

Languages:

English

One of the most important things about AI research is data. In many Game Environments the rate of data (rendered frames per second, or state representations per second) is relatively slow meaning very long training times. Researchers can compensate for this problem by parallelising the number of games being played, sometimes on expensive hardward and sometimes on several servers requiring network infrastructure to pass states to the actual learning algorithms. For many researchers and hobbyists who want to learn. This approach is unobtainable and only the research teams with lots of funding and engineers supporting the hardware and infrastrcuture required.

Griddly provides a solution to this issue.

Griddly is an open-source project aimed to be a all-encompassing platform for grid-world based research. Griddly provides a highly optimized game state and rendering engine with a flexible high-level interface for configuring environments. Not only does Griddly offer simple interfaces for single, multi-player and RTS games, but also multiple methods of rendering, configurable partial observability and interfaces for procedural content generation.

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