uber-research Goto Github PK

alpacas

Alpacas

ape-x

This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"

atari-model-zoo

A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.

atari-reset

Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"

backpropamine

Train self-modifying neural networks with neuromodulated plasticity

brezel

coordconv

crisp

d3g

Estimating Q(s,s') with Deep Deterministic Dynamics Gradients

deconstructing-lottery-tickets

deep-neuroevolution

Deep Neuroevolution

deeppruner

DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch (ICCV 2019)

differentiable-plasticity

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

dispatch-optim

Constrainted based optimization

evograd

evolvability-es

fsdm

Code tor the SIGDIAL 2019 paper Flexibly-Structured Model for Task-Oriented Dialogues. It implements a deep learning end-to-end differentiable dialogue system model

ga-world-models

go

The Go programming language. This fork was created for pprof++, a Go profiler with hardware performance monitoring. Read through the link for more detail: https://eng.uber.com/pprof-go-profiler/

go-context-propagate

go-explore

Code for Go-Explore: a New Approach for Hard-Exploration Problems

gocc

gtn

intrinsic-dimension

java-dependency-validator

Dependency validator detects runtime compatibility issues at build time

jpeg2dct

lanegcn

[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting

last-diff-analyzer

A multi-language tool for checking semantic equivalence for code

learning-to-reweight-examples

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

loss-change-allocation