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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 31–40 of 175 papers

Title	Date	Tasks	Status	Hype
Applying supervised and reinforcement learning methods to create neural-network-based agents for playing StarCraft II	Sep 26, 2021	GPUStarcraft	CodeCode Available	1
Rethinking of AlphaStar	Aug 7, 2021	StarcraftStarcraft II	CodeCode Available	1
Perceiver IO: A General Architecture for Structured Inputs & Outputs	Jul 30, 2021	Optical Flow EstimationStarcraft	CodeCode Available	1
Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning	Jun 7, 2021	Multi-agent Reinforcement LearningOffline RL	CodeCode Available	1
Context-Aware Sparse Deep Coordination Graphs	Jun 5, 2021	graph constructionGraph Learning	CodeCode Available	1
Celebrating Diversity in Shared Multi-Agent Reinforcement Learning	Jun 4, 2021	DiversityMulti-agent Reinforcement Learning	CodeCode Available	1
Cooperative Multi-Agent Reinforcement Learning with Sequential Credit Assignment	May 21, 2021	counterfactualMulti-agent Reinforcement Learning	CodeCode Available	1
Gym-μRTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning	May 21, 2021	Deep Reinforcement LearningGPU	CodeCode Available	1
An Introduction of mini-AlphaStar	Apr 14, 2021	StarcraftStarcraft II	CodeCode Available	1
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning	Apr 14, 2021	counterfactualDeep Reinforcement Learning	CodeCode Available	1

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