SustainDC is a set of Python environments for Data Center simulation and control using Heterogeneous Multi Agent Reinforcement Learning. Includes customizable environments for workload scheduling, cooling optimization, and battery management, with integration into Gymnasium.
python
benchmarking
benchmark
machine-learning
sustainability
data-center
energy-efficiency
gymnasium
benchmarking-framework
carbon-footprint
multi-agent-reinforcement-learning
battery-management
sustainable-computing
gymnasium-environment
data-center-management
workload-scheduling
cooling-optimization
heterogeneous-reinforcement-learning
reinforcement-learningmulti-agent-systems
-
Updated
Nov 7, 2024 - HTML