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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 131–140 of 175 papers

Title	Date	Tasks	Status	Hype
Energy-based Surprise Minimization for Multi-Agent Value Factorization	Sep 16, 2020	Multi-agent Reinforcement LearningQ-Learning	CodeCode Available	1
BGC: Multi-Agent Group Belief with Graph Clustering	Aug 20, 2020	ClusteringGraph Clustering	—Unverified	0
Hierarchical Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection	Aug 8, 2020	Decision MakingHierarchical Reinforcement Learning	—Unverified	0
QPLEX: Duplex Dueling Multi-Agent Q-Learning	Aug 3, 2020	Decision MakingMulti-agent Reinforcement Learning	CodeCode Available	1
Off-Policy Multi-Agent Decomposed Policy Gradients	Jul 24, 2020	Multi-agent Reinforcement LearningStarcraft	CodeCode Available	1
Value-Decomposition Multi-Agent Actor-Critics	Jul 24, 2020	Multi-agent Reinforcement LearningReinforcement Learning (RL)	CodeCode Available	1
S2RMs: Spatially Structured Recurrent Modules	Jul 13, 2020	Starcraft IIVideo Prediction	—Unverified	0
Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning	Jul 6, 2020	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1
Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning	Jun 19, 2020	Graph Neural NetworkMulti-agent Reinforcement Learning	CodeCode Available	1
StarCraft II Build Order Optimization using Deep Reinforcement Learning and Monte-Carlo Tree Search	Jun 12, 2020	Deep Reinforcement Learningreinforcement-learning	—Unverified	0

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