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Challenges

NeurIPS 2020: Procgen Competition

Measure sample efficiency and generalization in reinforcement learning using procedurally generated environments

1 Authorship/Co-Authorship
Misc Prizes : To be announced

Seismic Facies Identification Challenge

3D seismic image Interpretation by Machine Learning

30,000 USD Prize Money
Misc Prizes : 8 x DJI Mavic Drones

Learning to Smell

Predicting smell of molecular compounds

CHF 6000 Prize Money

NeurIPS 2020: Flatland Challenge

Multi-Agent Reinforcement Learning on Trains

4 Travel Grants
Misc Prizes : 1x RTX 2080, 3x Jetson Nano

NeurIPS 2020: MineRL Competition

Sample-efficient reinforcement learning in Minecraft

1 Authorship/Co-Authorship
Misc Prizes : To be announced

Spotify Million Playlist Dataset Challenge

A dataset and open-ended challenge for music recommendation research


Hockey Team Classification

Grouping/Sorting players into their respective teams

4000 USD Prize Money

Snake Species Identification Challenge

Classify images of snake species from around the world

1 Travel Grants
1 Authorship/Co-Authorship

NeurIPS 2019: Learn to Move - Walk Around

Reinforcement Learning on Musculoskeletal Models

3 Travel Grants
2 Authorship/Co-Authorship

NeurIPS 2019 : Disentanglement Challenge

Disentanglement: from simulation to real-world

20,000 EUR Prize Money
Misc Prizes : Brilliancy Prizes

NeurIPS 2019 : MineRL Competition

Sample-efficient reinforcement learning in Minecraft

10 Travel Grants
Misc Prizes : 1x Titan RTX GPU

Flatland Challenge

Multi Agent Reinforcement Learning on Trains.

30'000 Prize Money
5 Travel Grants
Misc Prizes : To Be Announced