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Challenges

Filter challenges [from reinforcement-learning category] Clear Filter

Phase 2: Completed
NeurIPS 2023 Citylearn Challenge

Advanced Building Control & Grid-Resilience

$5000 Prize Money
3 Authorship/Co-Authorship
#neurips #supervised_learning #reinforcement_learning
64.6k
773
105
2604

AIcrowd Intelligent Environments Lab Energy Efficient Cities Initiative
Round 1: Completed
NeurIPS 2023 - The Neural MMO Challenge

Specialize and Bargain in Brave New Worlds

$20,000 Prize Money
0 Authorship/Co-Authorship
#neurips #supervised_learning #reinforcement_learning #imitation_learning
19.6k
417
35
202

AIcrowd MIT Parametrix.ai Stability AI Puffer AI Carper AI
Round 1: Completed
NeurIPS 2022 IGLU Challenge

Interactive embodied agents for Human-AI collaboration

$16500 Prize Money
Misc Prizes : Authorship
#neurips #reinforcement_learning #nlp
43.6k
448
54
1080

AIcrowd IGLU Team
NeurIPS 2022 NMMO: Completed
NeurIPS 2022 - The Neural MMO Challenge

Specialize and Bargain in Brave New Worlds

$20000 Prize Money
Misc Prizes : Customized certificate and rewards
#neurips #supervised_learning #reinforcement_learning #imitation_learning
34.2k
615
134
1664

Parametrix.ai MIT THU_SIGS AIcrowd
: Completed
NeurIPS 2021 - The NetHack Challenge

ASCII-rendered single-player dungeon crawl game

$ 20,000 Prize Money
1 Authorship/Co-Authorship
#neurips #reinforcement_learning
60.7k
616
42
632

AIcrowd
: Completed
IJCAI 2022 - The Neural MMO Challenge

$20,000 Prize Money
5 Authorship/Co-Authorship
Misc Prizes : Customized certificate and rewards
#reinforcement_learning
50.6k
574
110
1679

Parametrix.ai MIT THU_SIGS AIcrowd
: Completed
NeurIPS 2021: MineRL Diamond Competition

Training sample-efficient agents in Minecraft

3 Authorship/Co-Authorship
#neurips #reinforcement_learning #imitation_learning
47.2k
538
59
1190

MineRL Labs - Carnegie Mellon University
Round 2: Completed
Flatland 3

Multi-Agent RL for Trains

2 x DJI Mavic Drones, 4 Oculus Quest 2 Prize Money
9 Authorship/Co-Authorship
#reinforcement_learning
32.9k
450
22
917

AIcrowd SBB CFF FFS Deutsche Bahn SNCF
Round 1: Completed
NeurIPS 2021: MineRL BASALT Competition

Sample Efficient Reinforcement Learning in Minecraft

$12000 Prize Money
3 Authorship/Co-Authorship
#neurips #reinforcement_learning #imitation_learning
58.5k
363
37
271

C.H.A.I. - UC Berkeley
Round 2: Completed
NeurIPS 2020: Procgen Competition

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

$ 9000 Prize Money
1 Authorship/Co-Authorship
Misc Prizes : $ 34,000 AWS Credits
#neurips #reinforcement_learning
65.7k
781
82
4805

OpenAI
Round 2: Completed
NeurIPS 2021 AWS DeepRacer AI Driving Olympics Challenge

Self-driving RL on DeepRacer cars - From simulation to real world

$10,000 Prize Money
3 Authorship/Co-Authorship
Misc Prizes : 3 AWS Deepracer Cars
#neurips #reinforcement_learning #self_driving #sim2real
28.8k
359
31
745

AIcrowd
Round 2: Completed
The Neural-MMO Challenge

Robustness and teamwork in a massively multiagent environment

9 Authorship/Co-Authorship
#reinforcement_learning
26.9k
232
5
190

MIT
NeurIPS 2020 Round 2: Completed
Flatland

Multi-Agent Reinforcement Learning on Trains

Misc Prizes : TBA
#neurips #reinforcement_learning
87.4k
1149
63
2252

SBB Deutsche Bahn SNCF
Round 2: Completed
#neurips #reinforcement_learning
55.8k
736
95
490

MineRL Labs - Carnegie Mellon University
Round 1: Completed
#reinforcement_learning #classroom
12.5k
139
4
255

AIcrowd Dr Derk
Round 2: Completed
NeurIPS 2019: Learn to Move - Walk Around

Reinforcement Learning on Musculoskeletal Models

3 Travel Grants
2 Authorship/Co-Authorship
#neurips #reinforcement_learning
46.2k
390
17
1314

Stanford Neuromuscular Biomechanics Laboratory
Round 2: Completed
NeurIPS 2019 : MineRL Competition

Sample-efficient reinforcement learning in Minecraft

10 Travel Grants
Misc Prizes : 1x Titan RTX GPU
#neurips #reinforcement_learning
77.2k
1132
47
662

MineRL Labs - Carnegie Mellon University
Round 2: Completed
Flatland Challenge

Multi Agent Reinforcement Learning on Trains.

30'000 Prize Money
5 Travel Grants
Misc Prizes : To Be Announced
#reinforcement_learning
75.3k
859
60
1088

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