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Zehong (Jimmy) Cao's Projects

interpretablemlbook icon interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》,该书为《Interpretable Machine Learning》中文版

keras-ncp icon keras-ncp

Code repository of the paper Neural circuit policies enabling auditable autonomy published in Nature Machine Intelligence

landing-starships icon landing-starships

Make autonomous landing rockets using Deep Reinforcement Learning (Unity ML-Agents)

leetcodeanimation icon leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)

lusr icon lusr

Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation

marl-papers icon marl-papers

Paper list of multi-agent reinforcement learning (MARL)

multi_car_racing icon multi_car_racing

An OpenAI Gym environment for multi-agent car racing based on Gym's original car racing environment.

nao_rl icon nao_rl

A Reinforcement Learning framework for the NAO robot

new-model-free-drl-algorithms icon new-model-free-drl-algorithms

Lightweight, stable, efficient PyTorch implement of reinforcement learning. I want to call this PyTorch implement as "3-Python-file-RL".

nlp-roadmap icon nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

nn-figure-visuals icon nn-figure-visuals

Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

online-eeg-hai icon online-eeg-hai

The source code for an online Human-Agent Interaction (HAI) system, controlling directions (left or right) of Unity games using online EEG signals from an Emotiv EPOC headset

open_spiel icon open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

paddlehub icon paddlehub

Awesome Pre-trained Models Toolkit Based on PaddlePaddle(180+ models, including CV, NLP, Audio and Video, Onekey Inference&Serving)

rl-attention-agent icon rl-attention-agent

Web version of “Neuroevolution of Self-Interpretable Agents” (https://arxiv.org/abs/2003.08165)

rl-based-graph2seq-for-nqg icon rl-based-graph2seq-for-nqg

Code & data accompanying the ICLR2020 paper "Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation"

rl-gan icon rl-gan

Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation

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