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I will develop custom reinforcement learning models using python dqn ppo sac


About this gig
I will design and develop custom Deep Reinforcement Learning (DRL) agents using Python, Stable-Baselines3, OpenAI Gym, and advanced frameworks like PyTorch or TensorFlow.
Whether you're working on game AI, robotic control, stock trading bots, or autonomous decision-making systems, I can build and train intelligent RL agents tailored to your needs.
I support all major RL algorithms including DQN, PPO, A2C, SAC, and TD3. Youll get a clean, well-documented solution with optional source code, simulation environment, performance visualization, and ongoing support.
Services include:
Custom RL agent development
Environment setup (OpenAI Gym or custom)
Policy training and tuning
Reward function design
Project consultation and explanation
Lets bring your AI ideas to life with a powerful, goal-driven RL solution!
Get to know Shumail
Your Vision plus My AI Expertise equal to Powerful Results
- FromPakistan
- Member sinceJan 2023
Languages
Urdu, English
FAQ
What do you need to get started?
I need a clear description of your project goals, the type of RL agent or environment you're looking for (e.g., trading, game AI, robotics), and any datasets, references, or frameworks you’d like me to use (e.g., Gym, SB3, PyTorch).
Which reinforcement learning algorithms do you support?
I support most popular DRL algorithms including DQN, PPO, A2C, SAC, TD3, TRPO, and custom policy gradient methods using Stable-Baselines3, PyTorch, or TensorFlow.
Can you build custom environments for my project?
Yes! I can design custom OpenAI Gym-style environments or adapt to your simulation setup (e.g., Unity ML-Agents, MuJoCo, robotics frameworks, etc.).
Will I receive the source code?
Yes, source code is included in the Standard and Premium packages. For the Basic package, it’s available as an add-on.
Do you offer explanations or documentation with the solution?
Yes! Every delivery includes documentation and usage instructions. I also offer project walkthroughs and consultations as add-ons if you’d like a live or recorded explanation.

