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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 21–30 of 175 papers

Title	Date	Tasks	Status	Hype
TransfQMix: Transformers for Leveraging the Graph Structure of Multi-Agent Reinforcement Learning Problems	Jan 13, 2023	Multi-agent Reinforcement LearningQ-Learning	CodeCode Available	1
Transformer-based Value Function Decomposition for Cooperative Multi-agent Reinforcement Learning in StarCraft	Aug 15, 2022	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1
SC2EGSet: StarCraft II Esport Replay and Game-state Dataset	Jul 7, 2022	StarcraftStarcraft II	CodeCode Available	1
MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer	Jun 20, 2022	Multi-agent Reinforcement LearningQ-Learning	CodeCode Available	1
CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning	Mar 16, 2022	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1
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
Regularized Softmax Deep Multi-Agent Q-Learning	Dec 1, 2021	Multi-agent Reinforcement LearningQ-Learning	CodeCode Available	1
Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration	Nov 22, 2021	Efficient ExplorationMulti-agent Reinforcement Learning	CodeCode Available	1
Coordinated Proximal Policy Optimization	Nov 7, 2021	StarcraftStarcraft II	CodeCode Available	1
TiKick: Towards Playing Multi-agent Football Full Games from Single-agent Demonstrations	Oct 9, 2021	Deep Reinforcement LearningStarcraft	CodeCode Available	1

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