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Starcraft

Starcraft I is a RTS game; the task is to train an agent to play the game.

( Image credit: Macro Action Selection with Deep Reinforcement Learning in StarCraft )

Papers

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Showing 281–290 of 311 papers

Title	Date	Tasks	Status	Hype
Multi-Agent Common Knowledge Reinforcement Learning	Oct 27, 2018	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	0
On Reinforcement Learning for Full-length Game of StarCraft	Sep 23, 2018	CPUHierarchical Reinforcement Learning	—Unverified	0
TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game	Sep 19, 2018	AI AgentDecision Making	CodeCode Available	0
Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games	Aug 15, 2018	Deep Reinforcement LearningReal-Time Strategy Games	CodeCode Available	0
Asynchronous Advantage Actor-Critic Agent for Starcraft II	Jul 22, 2018	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
Relational Deep Reinforcement Learning	Jun 5, 2018	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	0
Value Propagation Networks	May 28, 2018	Navigatereinforcement-learning	—Unverified	0
Action Categorization for Computationally Improved Task Learning and Planning	Apr 26, 2018	reinforcement-learningReinforcement Learning	—Unverified	0
StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning	Apr 3, 2018	Real-Time Strategy Gamesreinforcement-learning	CodeCode Available	0
Neuroevolution for RTS Micro	Mar 27, 2018	Real-Time Strategy GamesStarcraft	—Unverified	0

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