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Sungmin Yoon's starred repositories

TeachYourselfCS-KR

컴퓨터 과학 스스로 학습하기 https://teachyourselfcs.com

126200

kanrl

Kolmogorov-Arnold Network for Reinforcement Leaning, initial experiments

Language:Python22800

SnakeRobotSNNController

Implementation of R-SDTP controller for snake-like robot

Language:TeX500

SNN-RL

Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks with Reinforcement Learning".

Language:Python1200

Brian2STDPMNIST

Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"

Language:Python700

exercises

Exercises for "Neuroscience for machine learners" course

Language:Jupyter NotebookMIT5000

fine-tuning-locomotion

Language:PythonApache-2.011300

PLASTIC

Code for the paper "PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning" (NeurIPS 2023)

Language:Python1300

METRA

METRA: Scalable Unsupervised RL with Metric-Aware Abstraction (ICLR 2024)

Language:PythonMIT4500

Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-Networks

PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)

Language:Python1900

G-HGG

Language:PythonMIT400

2023-Reinforcement-Learning-Conferences-Papers

The proceedings of top conference in 2023 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

MIT1600