TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK
General Reinforcement Learning	Obstacle Tower (No Gen) fixed	PPO	Score	5	# 2
General Reinforcement Learning	Obstacle Tower (No Gen) fixed	RNB	Score	7	# 1
General Reinforcement Learning	Obstacle Tower (No Gen) varied	RNB	Score	4.8	# 1
General Reinforcement Learning	Obstacle Tower (No Gen) varied	PPO	Score	1	# 2
General Reinforcement Learning	Obstacle Tower (Strong Gen) fixed	PPO	Score	0.6	# 1
General Reinforcement Learning	Obstacle Tower (Strong Gen) fixed	RNB	Score	0.6	# 1
General Reinforcement Learning	Obstacle Tower (Strong Gen) varied	PPO	Score	0.6	# 2
General Reinforcement Learning	Obstacle Tower (Strong Gen) varied	RNB	Score	0.8	# 1
General Reinforcement Learning	Obstacle Tower (Weak Gen) fixed	RNB	Score	1	# 2
General Reinforcement Learning	Obstacle Tower (Weak Gen) fixed	PPO	Score	1.2	# 1
General Reinforcement Learning	Obstacle Tower (Weak Gen) varied	RNB	Score	3.4	# 1
General Reinforcement Learning	Obstacle Tower (Weak Gen) varied	PPO	Score	0.8	# 2

Badge	Markdown
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/obstacle-tower-a-generalization-challenge-in/general-reinforcement-learning-on-obstacle)](https://paperswithcode.com/sota/general-reinforcement-learning-on-obstacle?p=obstacle-tower-a-generalization-challenge-in)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/obstacle-tower-a-generalization-challenge-in/general-reinforcement-learning-on-obstacle-1)](https://paperswithcode.com/sota/general-reinforcement-learning-on-obstacle-1?p=obstacle-tower-a-generalization-challenge-in)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/obstacle-tower-a-generalization-challenge-in/general-reinforcement-learning-on-obstacle-4)](https://paperswithcode.com/sota/general-reinforcement-learning-on-obstacle-4?p=obstacle-tower-a-generalization-challenge-in)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/obstacle-tower-a-generalization-challenge-in/general-reinforcement-learning-on-obstacle-5)](https://paperswithcode.com/sota/general-reinforcement-learning-on-obstacle-5?p=obstacle-tower-a-generalization-challenge-in)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/obstacle-tower-a-generalization-challenge-in/general-reinforcement-learning-on-obstacle-2)](https://paperswithcode.com/sota/general-reinforcement-learning-on-obstacle-2?p=obstacle-tower-a-generalization-challenge-in)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/obstacle-tower-a-generalization-challenge-in/general-reinforcement-learning-on-obstacle-3)](https://paperswithcode.com/sota/general-reinforcement-learning-on-obstacle-3?p=obstacle-tower-a-generalization-challenge-in)`

Obstacle Tower: A Generalization Challenge in Vision, Control, and Planning

4 Feb 2019 • Arthur Juliani • Ahmed Khalifa • Vincent-Pierre Berges • Jonathan Harper • Ervin Teng • Hunter Henry • Adam Crespi • Julian Togelius • Danny Lange

The rapid pace of recent research in AI has been driven in part by the presence of fast and challenging simulation environments. These environments often take the form of games; with tasks ranging from simple board games, to competitive video games... (read more)

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TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	BENCHMARK
General Reinforcement Learning	Obstacle Tower (No Gen) fixed	PPO	Score	5	# 2	Compare
General Reinforcement Learning	Obstacle Tower (No Gen) fixed	RNB	Score	7	# 1	Compare
General Reinforcement Learning	Obstacle Tower (No Gen) varied	RNB	Score	4.8	# 1	Compare
General Reinforcement Learning	Obstacle Tower (No Gen) varied	PPO	Score	1	# 2	Compare
General Reinforcement Learning	Obstacle Tower (Strong Gen) fixed	PPO	Score	0.6	# 1	Compare
General Reinforcement Learning	Obstacle Tower (Strong Gen) fixed	RNB	Score	0.6	# 1	Compare
General Reinforcement Learning	Obstacle Tower (Strong Gen) varied	PPO	Score	0.6	# 2	Compare
General Reinforcement Learning	Obstacle Tower (Strong Gen) varied	RNB	Score	0.8	# 1	Compare
General Reinforcement Learning	Obstacle Tower (Weak Gen) fixed	RNB	Score	1	# 2	Compare
General Reinforcement Learning	Obstacle Tower (Weak Gen) fixed	PPO	Score	1.2	# 1	Compare
General Reinforcement Learning	Obstacle Tower (Weak Gen) varied	RNB	Score	3.4	# 1	Compare
General Reinforcement Learning	Obstacle Tower (Weak Gen) varied	PPO	Score	0.8	# 2	Compare

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