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pyfashion

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-beam-search-decoding

PyTorch implementation of beam search decoding for seq2seq models

pytorch-ewc

Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"

pytorch-reinforce

PyTorch Implementation of REINFORCE for both discrete & continuous control

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

qpa

rainbow-is-all-you-need

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

reinforcement-learning-algorithms

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

rime_icml2024

Official code for ICML 2024 paper, "RIME: Robust Preference-based Reinforcement Learning with Noisy Preferences" (ICML 2024 Spotlight)

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl-tutorial

Simple Implementation of RL by toy examples

rlhps

rlkit

Collection of reinforcement learning algorithms

robotic-transformer-pytorch

Implementation of RT1 (Robotic Transformer) in Pytorch

rune

Code for paper: Reward Uncertainty for Exploration in Preference-based Reinforcement Learning

semi-supervisedlearning

SemiSupervisedLearning

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

statistical_bias_in_active_learning

Code to accompany the paper "On Statistical Bias In Active Learning"

surf

text-analytics

Unstructured Data Analysis (Graduate) @Korea University

torchssl

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

transformer-evolution

Transformer 이후 나온 Pretrained Language Model을 간단하게 구현하였음.

wiki2bio

Code for AAAI2018 paper "Table-to-text Generation by Structure-aware Seq2seq Learning"