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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 51–60 of 175 papers

Title	Date	Tasks	Status	Hype	Score
Assigning Credit with Partial Reward Decoupling in Multi-Agent Proximal Policy Optimization	Aug 8, 2024	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1	5
Energy-based Surprise Minimization for Multi-Agent Value Factorization	Sep 16, 2020	Multi-agent Reinforcement LearningQ-Learning	CodeCode Available	1	5
Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration	Nov 22, 2021	Efficient ExplorationMulti-agent Reinforcement Learning	CodeCode Available	1	5
The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games	Mar 2, 2021	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1	5
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning	Mar 30, 2018	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1	5
Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks	Dec 6, 2021	AllMulti-agent Reinforcement Learning	CodeCode Available	1	5
Context-Aware Sparse Deep Coordination Graphs	Jun 5, 2021	graph constructionGraph Learning	CodeCode Available	1	5
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization	Jul 21, 2023	ManagementMuJoCo	CodeCode Available	1	5
SC2EGSet: StarCraft II Esport Replay and Game-state Dataset	Jul 7, 2022	StarcraftStarcraft II	CodeCode Available	1	5
FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems	Jan 28, 2022	Decision Makingreinforcement-learning	CodeCode Available	0	5

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