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I will develop reinforcement learning models for ai and robotics
Saran Khaliq
About this gig
Looking for a powerful Reinforcement Learning (RL) solution for your project?
I specialize in designing, implementing, and training reinforcement learning agents using Python, PyTorch, and OpenAI Gym. Whether you need a basic RL environment, a custom-trained agent, or a full multi-agent simulation, I can deliver high-quality, well-documented solutions tailored to your needs.
What I Offer
- Custom OpenAI Gym environments (observation space, action space, reward signals)
- Implementation of RL algorithms (Q-Learning, DQN, PPO, A2C, SAC, A3C, etc.)
- Single-agent and multi-agent RL solutions
- 2D/3D simulations using Gym or simulation engines
- Delivery of trained models, source code, and documentation
- Clear explanations for easy understanding
Why Choose Me?
- Strong expertise in AI, ML, and RL research
- Skilled in Python, PyTorch, TensorFlow, Stable-Baselines3
- Professional, client-focused, and detail-oriented
- On-time delivery with unlimited communication
Message me before placing an order so I can fully understand your requirements and provide the best solution for your project.
Get to know Saran Khaliq
Saran Khaliq
Building smarter solutions with Computer visions, AI and Robotics
- FromPakistan
- Member sinceApr 2021
- Avg. response time1 hour
- Last delivery3 weeks
Languages
Urdu, Hindi, English
👋 I’m a Machine Learning & AI Developer and Founder of BrainSwarm Robotics. I specialize in Deep Learning, Reinforcement Learning, ROS (Robot Operating System), NVIDIA Jetsons, NVIDIA DeepStream, and real-time edge computing for robotics and automation. I develop intelligent systems using Python, PyTorch, TensorFlow, and OpenCV, with expertise in computer vision, object detection, segmentation, and real-time video analytics. My goal is to deliver high-quality AI solutions for robotics, IoT, automation, and smart vision systems with efficiency and precision.
Other AI Development Services I Offer
FAQ
Which reinforcement learning algorithms do you support?
I work with a wide range of RL algorithms including Q-Learning, SARSA, DQN, PPO, A2C, A3C, and SAC. I can also implement custom algorithms based on your requirements.
Can you create custom environments instead of using OpenAI Gym?
Yes! I can design both custom Gym environments and 3D simulations using other simulation engines depending on your project needs.
Do you provide trained models or just the code?
I provide both — the source code and the trained RL models. You will also receive documentation to help you understand and reproduce the results.
Can you handle multi-agent reinforcement learning projects?
Absolutely. I can implement single-agent and multi-agent RL systems, depending on the complexity of your environment.
Which frameworks and tools do you use?
I primarily use Python, PyTorch, TensorFlow, Stable-Baselines3, and OpenAI Gym. For simulations, I can integrate with 3D engines or robotics simulators.
Do you provide explanations or guidance for the delivered project?
Yes, I provide well-documented code and, if requested, a step-by-step explanation or walkthrough to ensure you fully understand the solution.
Should I contact you before placing an order?
Yes, please! Every RL project is unique, so discussing your requirements beforehand ensures that I can provide the best possible solution for your needs.
