Challenges

NeurIPS 2020: Procgen Competition

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

NeurIPS 2021 - The NetHack Challenge

ASCII-rendered single-player dungeon crawl game

NeurIPS 2021: MineRL Diamond Competition

Training sample-efficient agents in Minecraft

NeurIPS 2021 AWS DeepRacer AI Driving Olympics Challenge

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

NeurIPS 2021: MineRL BASALT Competition

Sample Efficient Reinforcement Learning in Minecraft

Flatland 3

Multi-Agent RL for Trains

The Neural-MMO Challenge

Robustness and teamwork in a massively multiagent environment

Flatland

Multi-Agent Reinforcement Learning on Trains

NeurIPS 2019: Learn to Move - Walk Around

Reinforcement Learning on Musculoskeletal Models

NeurIPS 2019 : MineRL Competition

Sample-efficient reinforcement learning in Minecraft

Flatland Challenge

Multi Agent Reinforcement Learning on Trains.

Unity Obstacle Tower Challenge

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

IIT-M RL-ASSIGNMENT-2-TAXI

IIT-M RL-ASSIGNMENT-2-GRIDWORLD

IITM RL Final Project

FindCave