Ren-Research/Anytime-Competitive-RL

[NeurIPS 2023] Anytime-Constrained Reinforcement Learning with Policy Prior

Anytime-Competitive Reinforcement Learning with Policy Prior

This is an implementation of Carbon-Aware Resource Management in the paper below.

• Jianyi Yang, Pengfei Li, Tongxin Li, Adam Wierman, and Shaolei Ren, Anytime-Competitive Reinforcement Learning with Policy Prior, Neural Information Processing Systems (NeurIPS), 2023.

Acknowledgement

• Renewable data from California Independent System Operator
• Demand data from Azure Cload Dataset.