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Starcraft

Starcraft I is a RTS game; the task is to train an agent to play the game.

( Image credit: Macro Action Selection with Deep Reinforcement Learning in StarCraft )

Papers

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Showing 61–70 of 311 papers

Title	Date	Tasks	Status	Hype
RODE: Learning Roles to Decompose Multi-Agent Tasks	Oct 4, 2020	ClusteringStarcraft	CodeCode Available	1
SC2EGSet: StarCraft II Esport Replay and Game-state Dataset	Jul 7, 2022	StarcraftStarcraft II	CodeCode Available	1
Energy-based Surprise Minimization for Multi-Agent Value Factorization	Sep 16, 2020	Multi-agent Reinforcement LearningQ-Learning	CodeCode Available	1
Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning	Apr 17, 2024	Decision MakingMulti-agent Reinforcement Learning	CodeCode Available	1
Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?	Nov 18, 2020	AllMulti-agent Reinforcement Learning	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
A Benchmark for Generalizing Across Diverse Team Strategies in Competitive Pokémon	Jun 12, 2025	Large Language ModelStarcraft	CodeCode Available	1
Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning	Jun 19, 2020	Graph Neural NetworkMulti-agent Reinforcement Learning	CodeCode Available	1
FACMAC: Factored Multi-Agent Centralised Policy Gradients	Mar 14, 2020	MuJoCoMulti-agent Reinforcement Learning	CodeCode Available	1
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies	Jan 1, 2020	Efficient ExplorationMeta Reinforcement Learning	CodeCode Available	1

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