Challenges

NeurIPS 2019 : MineRL Competition

Sample-efficient reinforcement learning in Minecraft

Flatland Challenge

Multi Agent Reinforcement Learning on Trains.

Food Recognition Challenge

A benchmark for image-based food recognition

NeurIPS 2019: Learn to Move - Walk Around

Reinforcement Learning on Musculoskeletal Models

NeurIPS 2019 : Disentanglement Challenge

Disentanglement: from simulation to real-world

AWS DeepRacer Sim2Real Challenge #2

ImageCLEF 2020 DrawnUI

Trajnet++ (A Trajectory Forecasting Challenge)

MEDIQA 2019 - Natural Language Inference (NLI)

ACL-BioNLP Shared Task

Snake Species Identification Challenge

Classify images of snake species from around the world

EPFL ML Road Segmentation 2019

Project 2: Road extraction from satellite images

EPFL ML Recommender System 2019

Project 2: build our own recommender system, and test its performance

EPFL ML Text Classification 2019

Project 2: build our own text classifier system, and test its performance.

AMLD 2020 - Transfer Learning for International Crisis Response

Help improve humanitarian crisis response through better NLP modeling

AMLD 2020 - D'Avatar Challenge

Reincarnation of personal data entities in unstructured data sets

NeurIPS 2019 - Robot open-Ended Autonomous Learning

Robots that learn to interact with the environment autonomously

ICCV 2019: Learning-to-Drive Challenge

Immitation Learning for Autonomous Driving

Unity Obstacle Tower Challenge

A new benchmark for Artificial Intelligence (AI) research in Reinforcement Learning