Tensorforce is an open-source deep reinforcement learning framework built on top of TensorFlow, requiring Python 3. It emphasizes modularized flexible library design and straightforward usability for applications in research and practice. The framework separates RL algorithms from application environments, allowing algorithms to be agnostic to input/output structures and compatible with various control and decision-making systems.