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Matan Haroush's Projects

action-eliminating-dqn icon action-eliminating-dqn

A DRL agent that learns to eliminate actions in order to solve text-based games with large action spaces: DQN tweaks for TBG + Zork framework is provided.

sockeye icon sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

text-world-player icon text-world-player

Framework and model code for the paper "Language Understanding for Text-based Games using Deep Reinforcement Learning", EMNLP 2015

zork icon zork

The DUNGEON (Zork I) source - This code was slightly modified to create an emulator environment for the AE-DQN agent

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