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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 141–150 of 175 papers

Title	Date	Tasks	Status	Hype
Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization	May 31, 2020	counterfactualMulti-agent Reinforcement Learning	—Unverified	0
Towards Understanding Linear Value Decomposition in Cooperative Multi-Agent Q-Learning	Sep 28, 2020	counterfactualMulti-agent Reinforcement Learning	—Unverified	0
UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning	Oct 6, 2020	Multi-agent Reinforcement Learningreinforcement-learning	—Unverified	0
Unsupervised Hebbian Learning on Point Sets in StarCraft II	Jul 13, 2022	DecoderSelf-Supervised Learning	—Unverified	0
Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients	Jan 4, 2022	StarcraftStarcraft II	CodeCode Available	0
CODEX: A Cluster-Based Method for Explainable Reinforcement Learning	Dec 7, 2023	Clusteringcounterfactual	CodeCode Available	0
Coach-assisted Multi-Agent Reinforcement Learning Framework for Unexpected Crashed Agents	Mar 16, 2022	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	0
Carefully Structured Compression: Efficiently Managing StarCraft II Data	Oct 11, 2024	StarcraftStarcraft II	CodeCode Available	0
StarCraft II: A New Challenge for Reinforcement Learning	Aug 16, 2017	Deep Reinforcement LearningReal-Time Strategy Games	CodeCode Available	0
PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning	Jun 22, 2022	counterfactualMulti-agent Reinforcement Learning	CodeCode Available	0

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