Create and train Reinforcement Learning environments
In case the problem you have is data agnostic or you have limited data, we can provide Reinforcement Learning (RL) based services which include formulating your problem as an RL environment and ultimately, generating trained models for you to work with. This is especially suitable for tasks where you want to learn a certain behavior beneficial for your problem, for example, how much product to ship to different customers under storage constraints.
Reinforcement learning Key Features:
- Create an RL environment with a well-defined state, action, and reward space.
- Train and optimize the environment through different state-of-the-art algorithms.
- Develop and generate informative insights from the trained models.
How much time is required:
The process time for any Reinforcement Learning-based task can be divided into two stages: setting up the environment and training the agents. Depending on the complexity of the problem at hand, the overall process can take anywhere from a couple of hours to a week.
