I will create reinforcement learning agents

Need a custom Reinforcement Learning solution for control, optimization, simulation, or intelligent decision-making?

I help clients design and develop RL agents tailored to their problem using the right methods for the task. With 4+ years of experience in Reinforcement Learning, I have worked with a wide range of algorithms including DQN, PPO, A3C, TRPO, Actor-Critic, Decision Transformers, Hierarchical RL, and Multi-Agent RL.

I can help with:

• RL problem formulation and MDP design
• Custom environment development
• Reward shaping and policy design
• Agent training, testing, and optimization
• Hyperparameter tuning and result analysis
• PyTorch or TensorFlow implementation
• End-to-end RL pipelines and deployment-ready solutions

My experience covers single-agent, self-play, and multi-agent systems across applications such as drone swarm control, HVAC optimization, and game-based RL environments.

If you are looking for a reliable RL developer to build, test, and deliver a technical solution for your project, feel free to message me and we can discuss the scope.