tianyuanyu Goto Github PK

actormimic

Train an RL agent to play multiple Atari games at once

adversarial_metric_attack

The code of "Adversarial Metric Attack for Person Re-identification"

bgnn-aaai

deeprl-grounding

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

den

Lifelong Learning with Dynamically Expandable Networks

distributionnet

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

ex2

Code for running EX2: Exploration with Exemplar Models for Deep Reinforcement Learning

exemplar_models

Exemplar models for approximate density estimation

fewshotwithoutforgetting

ga3c-deepnavigation

Implementation of DeepMind paper - "Learning to Navigate in Complex Environments"

generate_maps

hgnn

house3d

a Realistic and Rich 3D Environment

icarl

icml2016-minecraft

Implementation of "Control of Memory, Active Perception, and Action in Minecraft"

icra2017-visual-navigation

Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning

kpm_rw_person_reid

Code of Deep Kronecker-Product Matching and Group-shuffiling Random Walk for Person Re-ID

mas-memory-aware-synapses

Memory Aware Synapses method implementation code

modular_rl

Implementation of TRPO and related algorithms

noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

pathnet

Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

pytorch-cw2

A rich-documented PyTorch implementation of Carlini-Wagner's L2 attack.

pytorch-noreward-rl

pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction

pytorch-pos-tagger

Part-of-Speech Tagger and custom implementations of LSTM, GRU and Vanilla RNN

recurrent-highway-hypernetworks-nips

Cleaned original source code from my NIPS publication

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rl-lang-ground

Tensorflow code for ICML 2018 submission "Attention Based Natural Language Grounding by Navigating Virtual Environment"

snail

A PyTorch implementation of the blocks from the _A Simple Neural Attentive Meta-Learner_ paper

sptm

[ICLR 2018] Tensorflow/Keras code for Semi-parametric Topological Memory for Navigation