DeepPolicy Autonomous Industrial Agent System

7+
Proprietary RL Algorithms
10+
Enterprise Partners
30%+
Plant-wide Energy Efficiency Gain
40+
High-level Academic Papers

DeepPolicy is a provider of autonomous optimization industrial agent systems, focused on delivering software, hardware, and solutions for process industry, energy, semiconductor, and refrigeration systems, powered by reinforcement learning technology for engineering applications. Incubated at Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, DeepPolicy has provided agent products and technical services to multiple industry-leading enterprises.

Core Products

ReinforceOS — Industrial RL Platform

ReinforceOS — Industrial RL Platform

A proprietary reinforcement learning training and deployment platform for industrial process control, built on robust disturbance-resistant, high-efficiency RL technology to ensure convergence in complex environments.

ReinforceLab — Industrial Validation Platform

ReinforceLab — Industrial Validation Platform

A platform for physics simulation, data-driven modeling, and small-scale industrial validation, ensuring every policy is thoroughly, quantifiably, and traceably verified before entering production.

ReinforceBox — Industrial AI Control Terminal

ReinforceBox — Industrial AI Control Terminal

An AI control terminal for industrial field execution — a dedicated controller for ReinforceOS deployment with powerful real-time control capabilities.

Results First, Pay LaterPioneer Program