Seokin Seo's repositories

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rlkit

Collection of reinforcement learning algorithms

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stable-baselines3-contrib

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

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AwesomeMRC

This repo is our research summary and playground for MRC. More features are coming.

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CQL

Code for conservative Q-learning

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deeprl_practice_colab

Preparation for Deep Reinforcement Learning using Google Colab

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DSTC10-SIMMC

Repository (preliminary codes) for DSTC10 SIMMC track.

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FIVO_Gumbel

Pytorch implementation of the Variational Recurrent Neural Network (VRNN).

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google-research

Google Research

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KG-A2C

Goal driven language generation using knowledge graph A2C agents

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korquad-open-cs492h

Korquad-Open Baseline Code for KAIST CS492H 2020 Spring

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MC-LAVE-RL

ICLR 2021: "Monte-Carlo Planning and Learning with Language Action Value Estimates"

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minirts

We release dataset collected for our research, code that implement neural network models described in the paper, and scripts to reproduce all of our results, and visualization tool for visualize dataset.

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moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

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SASRec.pytorch

PyTorch(1.6+) implementation of https://github.com/kang205/SASRec

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shap

A unified approach to explain the output of any machine learning model.

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softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

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stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

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transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

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