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Chungki Lee's Projects

acme icon acme

A library of reinforcement learning components and agents

ai-economist icon ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

devcam icon devcam

Parameterized camera control for development and testing

imagecaptioning.pytorch icon imagecaptioning.pytorch

(Only support pytorch 0.3 now) image captioning codebase in pytorch(finetunable cnn in branch "with_finetune";diverse beam search can be found in 'dbs' branch; self-critical training is under my self-critical.pytorch repository.)

minimalrl icon minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

neuralica icon neuralica

Independent Component Analysis (or other spacial recomposition) embedded in neural layers

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

the-incredible-pytorch icon the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

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