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Zihan Ding's Projects

robotic_door_opening_with_tactile_simulation icon robotic_door_opening_with_tactile_simulation

Official code (simulation part) for paper Sim-to-Real Transfer for Robotic Manipulation with Tactile Sensory Zihan Ding, Ya-Yen Tsai, Wang Wei Lee, Bidan Huang International Conference on Intelligent Robots and Systems (IROS) 2021

sawyer_control icon sawyer_control

Python3 ROS Interface to Rethink Sawyer Robots with OpenAI Gym Compatibility

shap icon shap

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

soft-decision-tree icon soft-decision-tree

Distilling a Neural Network Into a Soft Decision Tree., Nicholas Frosst, Geoffrey Hinton., 2017.

softlearning icon softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains.

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

taichi icon taichi

Productive & portable high-performance programming in Python.

tcn icon tcn

Sequence modeling benchmarks and temporal convolutional networks

td3 icon td3

PyTorch implementation of TD3 and DDPG for OpenAI gym tasks

tensorlayer icon tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists

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