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zhangwei hong's Projects

dads icon dads

Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.

ddp icon ddp

Differential Dynamic Programming Solver

deep_control icon deep_control

Deep Reinforcement Learning for Continuous Control in PyTorch

deepdoom icon deepdoom

Tensorflow DQN and DRQN agent playing doom

deeppavlov icon deeppavlov

An open source library for building end-to-end dialog systems and training chatbots.

deeprl icon deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

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)

deepterrainrl icon deepterrainrl

terrain-adaptive locomotion skills using deep reinforcement learning

directfutureprediction icon directfutureprediction

Code for the paper "Learning to Act by Predicting the Future", Alexey Dosovitskiy and Vladlen Koltun, ICLR 2017

distributional-dqn icon distributional-dqn

Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regression' based on OpenAi DQN baselines.

dm_control icon dm_control

The DM Control Suite and Package is a tool for developing and testing reinforcement learning agents for the MuJoCo physics engine.

dnc icon dnc

A TensorFlow implementation of the Differentiable Neural Computer.

dota2dqn icon dota2dqn

This is a deep Q-network (reinforcement learning) AI for Dota 2

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