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Zeng's Projects

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Honor of Kings AI Open Environment of Tencent

a2c icon a2c

A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow

autopilot-tensorflow icon autopilot-tensorflow

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

colossalai icon colossalai

Making big AI models cheaper, easier, and scalable

conference_call_for_paper icon conference_call_for_paper

2019-2020 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics

curious-rl icon curious-rl

Curiosity-driven Exploration by Self-supervised Prediction

cyclegan-tensorflow icon cyclegan-tensorflow

Tensorflow implementation for learning an image-to-image translation without input-output pairs. https://arxiv.org/pdf/1703.10593.pdf

cyclegan-tensorflow-simple icon cyclegan-tensorflow-simple

Tensorflow implementation of CycleGAN, mostly modified from https://github.com/XHUJOY/CycleGAN-tensorflow to a simpler version

deepmimic icon deepmimic

Motion imitation with deep reinforcement learning.

deeprl icon deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deeprlhacks icon deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

deepvo icon deepvo

Implementing Monocular Visual Odometry with Deep Learning using TensorFlow

dnc icon dnc

A TensorFlow implementation of the Differentiable Neural Computer.

dnc-1 icon dnc-1

Differentiable neural computers

dnc-tensorflow icon dnc-tensorflow

A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)

drl4recsys icon drl4recsys

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

electerm icon electerm

📻Terminal/ssh/serial port/sftp client(linux, mac, win)

episodic-curiosity icon episodic-curiosity

Tensorflow/Keras code and trained models for Episodic Curiosity Through Reachability

exercise-recommendation-system icon exercise-recommendation-system

we build a student simulator with our concept-aware deep knowledge tracing model, and then use it to train a flexible and scalable personalized exercise recommendation policy with deep reinforcement learning

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