I will design deep reinforcement learning algorithms

United States

I speak English

Data science

Hello! I'm Thatcher, a dedicated and passionate Master candidate from USA, specializing in the advanced field of Deep Learning and AI. My academic and research journey is centered on applying Machine ...
About this Gig

Hi?

I will design deep reinforcement learning algorithms for research, academic, and real-world AI applications using modern machine learning frameworks.

Whether you are working on autonomous agents, optimization problems, robotics, gaming environments, or decision-making systems, I can develop and evaluate custom reinforcement learning solutions tailored to your objectives.

What I can help with:

  • Deep Reinforcement Learning (DRL) model development
  • Q-Learning, DQN, PPO, A2C, A3C, and DDPG algorithms
  • Custom agent and environment design
  • Model training, testing, and optimization
  • Reward function engineering
  • Research implementation and experimentation

Tools and technologies:

  • Python
  • TensorFlow and PyTorch
  • OpenAI Gym and Gymnasium
  • Reinforcement learning libraries and frameworks

What youll get:

  • Well-documented and efficient code
  • Custom DRL models tailored to your project
  • Training and evaluation reports
  • Performance analysis and visualizations
  • On-time delivery with revisions

Expertise:

Feature learning

Classification

Decision trees

Programming language:

Python

Colab

Frameworks:

Scikit-learn

Keras

PyTorch

APIs:

Microsoft Computer Vision AI

Amazon Rekognition

Tools:

Jupyter Notebook

TensorFlow

MLflow

Amazon SageMaker

Colab

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