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Hi, I'm Matin:

  • Reinforcement Learning (RL) Researcher, interested in Deep Generative Models and Robot Learning
  • Currently working on Model-based RL and Diffusion Models
  • Use daily PyTorch, JAX
  • Applied Machine Learning Intern at Vector Institute Winter 2023
  • M.A.Sc. Graduate from the University of Toronto 2024
  • Bachelor's in Computer Science - minor in Mathematics from Amirkabir University of Technology

Matin Moezzi's Projects

air-cargo-planning icon air-cargo-planning

Air Cargo Planning Problem using Classical Planning Algorithms - AI Udacity Course Project

conformal_classification icon conformal_classification

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability.

diffuser icon diffuser

Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"

hmm-tagger icon hmm-tagger

HMM for Part of Speech Tagging - AI Udacity Course Project

multistepdynamicsdiffusion icon multistepdynamicsdiffusion

Multi-step DynamicsDiffusion: Model-based Reinforcement Learning with Multi-step Diffusion Model and Planning Policy

mycobotgym icon mycobotgym

Reinforcement Learning Framework for Robotic Arm Tasks using MyCobot

neurodiffeq icon neurodiffeq

A light-weight & flexible library for solving differential equations using neural networks based on PyTorch. Spatial-temporal ODEs and PDEs are both supported.

rl-baselines3-zoo icon rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

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