cair/deep-rts
A Real-Time-Strategy game for Deep Learning research
C++ core engine achieves 6M+ simulation steps/second (15,000% faster than StarCraft), with Python bindings for ML toolkit integration. Provides multi-agent scenarios with configurable reward functions for task-specific training (resource collection, combat objectives), supporting map variants from 10x10 to 31x31 with 2-6 player free-for-all configurations. Designed as a lightweight alternative to commercial RTS environments for reinforcement learning research.
247 stars. No commits in the last 6 months.
Stars
247
Forks
43
Language
C++
License
MIT
Category
Last pushed
May 16, 2023
Commits (30d)
0
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