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Tang ziyu's Projects

ddpg-actor_critic icon ddpg-actor_critic

A simple implementing of deep deterministic policy gradient (DDPG) and Actor Critic (AC) with pytorch, both model-free, off-policy algorithm for learning continous actions. The test environment is MountainCarContinuous-v0.

decision_tree icon decision_tree

入门级别的房价预测机器学习实验,使用了非二叉决策回归树。

dqn icon dqn

a simple implementing of deep q-network (DQN) with pytorch, and the environment is MountainCar-v0, with the continuous state space of 2 and discrete action space of 3.

incremental-sfm icon incremental-sfm

a simple implementation of Structure From Motion(sfm), which supports offline sparse points cloud reconstruction and pose calculation, also with a user friendly interactive interface built by pyqt

joslab icon joslab

2018mit6.828,x86_32bit,jos lab1-4

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