Search Results

Dopamine: A Research Framework for Deep Reinforcement Learning

12 code implementations14 Dec 2018

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

reinforcement-learning Reinforcement Learning (RL)

Tune: A Research Platform for Distributed Model Selection and Training

4 code implementations13 Jul 2018

We show that this interface meets the requirements for a broad range of hyperparameter search algorithms, allows straightforward scaling of search to large clusters, and simplifies algorithm implementation.

Hyperparameter Optimization Model Selection

ParlAI: A Dialog Research Software Platform

22 code implementations EMNLP 2017

We introduce ParlAI (pronounced "par-lay"), an open-source software platform for dialog research implemented in Python, available at http://parl. ai.

reinforcement-learning Reinforcement Learning (RL) +1

Synthetic Dataset Generation for Adversarial Machine Learning Research

1 code implementation21 Jul 2022

Existing adversarial example research focuses on digitally inserted perturbations on top of existing natural image datasets.

BIG-bench Machine Learning

PyText: A Seamless Path from NLP research to production

2 code implementations12 Dec 2018

We introduce PyText - a deep learning based NLP modeling framework built on PyTorch.

MLS: A Large-Scale Multilingual Dataset for Speech Research

1 code implementation7 Dec 2020

This paper introduces Multilingual LibriSpeech (MLS) dataset, a large multilingual corpus suitable for speech research.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems

21 code implementations WS 2015

This paper introduces the Ubuntu Dialogue Corpus, a dataset containing almost 1 million multi-turn dialogues, with a total of over 7 million utterances and 100 million words.

Answer Selection Conversational Response Selection +1

ESPnet2-TTS: Extending the Edge of TTS Research

1 code implementation15 Oct 2021

This paper describes ESPnet2-TTS, an end-to-end text-to-speech (E2E-TTS) toolkit.

Acme: A Research Framework for Distributed Reinforcement Learning

5 code implementations1 Jun 2020

These implementations serve both as a validation of our design decisions as well as an important contribution to reproducibility in RL research.

DQN Replay Dataset reinforcement-learning +1