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Game of Doom

Doom is an FPS game : the task is typically to train an agent to navigate the game environment, and additionally, acquire points by eliminating enemies.

( Image credit: Playing FPS Games with Deep Reinforcement Learning )

Papers

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Showing 1–6 of 6 papers

Title	Date	Tasks	Status	Hype
Active Neural Localization	Jan 24, 2018	FPS GamesGame of Doom	CodeCode Available	1
Agents that Listen: High-Throughput Reinforcement Learning with Multiple Sensory Systems	Jul 5, 2021	Game of Doomreinforcement-learning	CodeCode Available	1
Deep Reinforcement Learning for Doom using Unsupervised Auxiliary Tasks	Jul 5, 2018	Atari GamesDeep Reinforcement Learning	—Unverified	0
Deep Successor Reinforcement Learning	Jun 8, 2016	Deep Reinforcement LearningFPS Games	CodeCode Available	0
Playing FPS Games with Deep Reinforcement Learning	Sep 18, 2016	Deep Reinforcement LearningFPS Games	CodeCode Available	0
ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning	May 6, 2016	Atari GamesFPS Games	CodeCode Available	0

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