Younggyo Seo

FastTD3. Python

Ape-X. PyTorch Implementation of Distributed Prioritized Experience Replay(Ape-X)

MWM. Masked World Models for Visual Control

vae-cf-pytorch. Variational Autoencoders for Collaborative Filtering - Implementation in PyTorch

apv. Python

RE3. RE3: State Entropy Maximization with Random Encoders for Efficient Exploration

CaDM. CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning

MV-MWM. Python

CQN. Coarse-to-fine Q-Network

pytorch-nfsp. Implementation of Deep Reinforcement Learning from Self-Play in Imperfect-Information Games (Heinrich and Silver, 2016)

trajectory_mcl. Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning (NeurIPS 2020)

CQN-AS. Python

lasertag-v0. Implementation of Deepmind's LaserTag-v0 game in A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning(2017)

rnn-auxiliary-loss. Learning Longer-term Dependencies in RNNs with Auxiliary Losses - Implementation in PyTorch.

pytorch-acer. PyTorch implementation of Sample Efficient Actor-Critic with Experience Replay(ACER)

mujoco_playground. An open-source library for GPU-accelerated robot learning and sim-to-real transfer.

data4robotics. Python

TF_DeepNLP. TensorFlow Models for NLP

robobase. Python

knk-c-programming. My Solutions to exercises and programming projects to K.N.King's C programming.

younggyoseo.github.io. JavaScript