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  • 👋 Hi, I’m @tahwaru
  • 👀 I’m interested in RF -AIML
  • 🌱 I’m currently learning how to implement deep reinforcement learning for RF signal detection, decoding, etc.
  • 💞️ I’m looking to collaborate on DRL, SAGIN
  • 📫 How to reach me [email protected]

tahwaru's Projects

ai-ama-exercises icon ai-ama-exercises

Artificial Intelligence: A Modern Approach - First Edition Exercise Solutions

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cell-free-book icon cell-free-book

Simulation code for the monograph "Foundations of User-Centric Cell-Free Massive MIMO" by Özlem Tugfe Demir, Emil Björnson and Luca Sanguinetti, published in Foundations and Trends in Signal Processing, 2021.

commpy icon commpy

Digital Communication with Python

complexlm icon complexlm

Wirtinger calculus based complex-valued Levenberg-Marquardt Algorithm

cvnn icon cvnn

Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end

dataset icon dataset

Open RadioML Synthetic Benchmark Dataset

deep-learning-channel-estimation icon deep-learning-channel-estimation

Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem Tugfe Demir, Emil Björnson, IEEE Open Journal of the Communications Society, To appear.

deepdrive icon deepdrive

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

deeprl-tensorflow2 icon deeprl-tensorflow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

genn icon genn

GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA.

gnuradio icon gnuradio

GNU Radio – the Free and Open Software Radio Ecosystem

instant-rm icon instant-rm

Instant Radio Maps (Instant RM) - Fast and Differentiable Radio Maps

llm.c icon llm.c

LLM training in simple, raw C/CUDA

mljc-unito-projectx-2020-public icon mljc-unito-projectx-2020-public

Public repository for the proposal “Physics-Informed Machine Learning Simulator for Wildfire Propagation” - MLJC University of Turin - ProjectX2020 Competition (UofT AI)

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