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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 Linear Value Decomposition in Cooperative Multi-Agent Q-Learning	Sep 28, 2020	counterfactualMulti-agent Reinforcement Learning	—Unverified	0
Spatially Structured Recurrent Modules	Sep 28, 2020	Starcraft IIVideo Prediction	—Unverified	0
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
S2RMs: Spatially Structured Recurrent Modules	Jul 13, 2020	Starcraft IIVideo Prediction	—Unverified	0
StarCraft II Build Order Optimization using Deep Reinforcement Learning and Monte-Carlo Tree Search	Jun 12, 2020	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
Incorporating Pragmatic Reasoning Communication into Emergent Language	Jun 7, 2020	Multi-agent Reinforcement LearningReinforcement Learning (RL)	—Unverified	0
Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization	May 31, 2020	counterfactualMulti-agent Reinforcement Learning	—Unverified	0
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning	Apr 17, 2020	Multi-agent Reinforcement LearningReinforcement Learning	—Unverified	0
A Limited-Capacity Minimax Theorem for Non-Convex Games or: How I Learned to Stop Worrying about Mixed-Nash and Love Neural Nets	Feb 14, 2020	StarcraftStarcraft II	—Unverified	0

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