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spuronlee's Projects

deeprl_network icon deeprl_network

multi-agent deep reinforcement learning for networked system control.

dialog-intent-induction icon dialog-intent-induction

Code and data for paper "Dialog Intent Induction with Deep Multi-View Clustering", Hugh Perkins and Yi Yang, 2019, to appear in EMNLP 2019

dialogentailment icon dialogentailment

The implementation of the paper "Evaluating Coherence in Dialogue Systems using Entailment"

lola icon lola

Code release for Learning with Opponent-Learning Awareness and variations.

lola_dice icon lola_dice

Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)

memnn icon memnn

Memory Networks implementations

ml-paper icon ml-paper

Repository for the RL/ML strategies paper

mvan-visdial icon mvan-visdial

PyTorch Implementation of Multi-View Attention Networks for Visual Dialog

rva icon rva

Code for CVPR'19 "Recursive Visual Attention in Visual Dialog"

simple_rl icon simple_rl

A simple framework for experimenting with Reinforcement Learning in Python.

visdial-rl icon visdial-rl

PyTorch code for Learning Cooperative Visual Dialog Agents using Deep Reinforcement Learning

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