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AmirAliFakhari/README.md

Hi there, I'm Amirali Fakhari ๐Ÿ‘‹

I'm a passionate Student and Researcher at Amirkabir University of Technology (AUT), pursuing a Bachelor's in Applied Mathematics with a minor in Computer Science.

My primary research interests are specifically in Deep Reinforcement Learning, AI Safety, and Sim-to-Real Transfer.


Research & Projects in Reinforcement Learning

I have experience in RL research, including:

  • Cross-Domain Offline RL: Working on optimal representation learning and developing a cross-domain diffusion policy.
  • Safe and Efficient RL: Focused on improving RL agent safety.
  • Cross-Domain RL Project: Training RL agents for domain transfer to enhance cross-environment generalization, utilizing representation and imitation learning.

My Skills & Technologies

  • Programming Languages: Python, C++
  • ML Frameworks: JAX, PyTorch, NumPy, Pandas
  • RL Areas: Reinforcement Learning, Deep RL for Robotics, Imitation Learning, Safe and Efficient RL, Sim-to-Real Transfer

How to Reach Me

Pinned Loading

  1. Improving-Diffusion-policy Improving-Diffusion-policy Public

    Python

  2. CausalAi CausalAi Public

    Jupyter Notebook

  3. Lotus-ETF-and-Tehran-Weather-Analysis Lotus-ETF-and-Tehran-Weather-Analysis Public

    R

  4. OS_Project1 OS_Project1 Public

    AmiraliFakhari + Melika Soufi

    C