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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 71–80 of 175 papers

Title	Date	Tasks	Status	Hype
Learning to Guide Multiple Heterogeneous Actors from a Single Human Demonstration via Automatic Curriculum Learning in StarCraft II	May 11, 2022	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning	May 5, 2022	Multi-agent Reinforcement Learningreinforcement-learning	—Unverified	0
Learning to Transfer Role Assignment Across Team Sizes	Apr 17, 2022	ManagementMulti-agent Reinforcement Learning	—Unverified	0
Coach-assisted Multi-Agent Reinforcement Learning Framework for Unexpected Crashed Agents	Mar 16, 2022	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	0
CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning	Mar 16, 2022	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1
Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation	Mar 6, 2022	Reinforcement Learning (RL)SMAC	—Unverified	0
MCMARL: Parameterizing Value Function via Mixture of Categorical Distributions for Multi-Agent Reinforcement Learning	Feb 21, 2022	Multi-agent Reinforcement LearningStarcraft	CodeCode Available	0
FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems	Jan 28, 2022	Decision Makingreinforcement-learning	CodeCode Available	0
Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients	Jan 4, 2022	StarcraftStarcraft II	CodeCode Available	0
Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning	Dec 23, 2021	Multi-agent Reinforcement Learningreinforcement-learning	—Unverified	0

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