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Starcraft II

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

( Image credit: The StarCraft Multi-Agent Challenge )

Papers

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Showing 121–130 of 175 papers

Title	Date	Tasks	Status	Hype
FSV: Learning to Factorize Soft Value Function for Cooperative Multi-Agent Reinforcement Learning	Jan 1, 2021	Multi-agent Reinforcement Learningreinforcement-learning	—Unverified	0
SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II	Dec 24, 2020	Deep Reinforcement LearningImitation Learning	—Unverified	0
Reinforcement Learning for the Beginning of Starcraft II Game	Dec 14, 2020	reinforcement-learningReinforcement Learning	—Unverified	0
TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game	Nov 27, 2020	AI AgentImitation Learning	CodeCode Available	1
TLeague: A Framework for Competitive Self-Play based Distributed Multi-Agent Reinforcement Learning	Nov 25, 2020	Dota 2Multi-agent Reinforcement Learning	CodeCode Available	1
Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning	Oct 9, 2020	Deep Reinforcement LearningMulti-agent Reinforcement Learning	CodeCode Available	1
UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning	Oct 6, 2020	Multi-agent Reinforcement Learningreinforcement-learning	—Unverified	0
RODE: Learning Roles to Decompose Multi-Agent Tasks	Oct 4, 2020	ClusteringStarcraft	CodeCode Available	1
Spatially Structured Recurrent Modules	Sep 28, 2020	Starcraft IIVideo Prediction	—Unverified	0
Towards Understanding Linear Value Decomposition in Cooperative Multi-Agent Q-Learning	Sep 28, 2020	counterfactualMulti-agent Reinforcement Learning	—Unverified	0

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