I will build and tune reinforcement learning agents

Unlock smarter decisions with Reinforcement Learning. I design, code and deliver custom RL agents that learn by trial-and-error to optimise trading, resource allocation, process control or any simulation-ready task you have in mind.

What I can do for you :

• Frame your problem as a Markov-Decision Process, choose the right algorithm (DQN, PPO, A2C, SAC, etc.) and shape rewards that reflect real-world costs.
• Build or adapt an OpenAI-Gym style environment, plug in your data/API, and run reproducible experiments in Jupyter.
• Hand over clean Python/TensorFlow or PyTorch code, hyper-parameter tuning scripts, visuals of learning curves, and a concise report explaining results.
• Package everything in Docker (or deploy to the cloud) so you can rerun or extend the agent with one command.

How it works :

1. Message me your idea.
2. We clarify scope in a free call.
3. I deliver milestones you can test, iterate and approve.

Ready to add an autonomous brain to your workflow? Click Contact and lets get started!