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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 71–80 of 311 papers

Title	Date	Tasks	Status	Hype
Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration	Nov 22, 2021	Efficient ExplorationMulti-agent Reinforcement Learning	CodeCode Available	1
Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles	Apr 3, 2023	Multi-agent Reinforcement LearningStarcraft	CodeCode Available	1
DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets	Mar 4, 2020	Starcraft	CodeCode Available	1
FoX: Formation-aware exploration in multi-agent reinforcement learning	Aug 22, 2023	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1
Rethinking the Implementation Matters in Cooperative Multi-Agent Reinforcement Learning	Feb 6, 2021	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning	Feb 16, 2021	Multi-agent Reinforcement LearningQ-Learning	CodeCode Available	1
Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies	Jan 1, 2020	Efficient ExplorationMeta Reinforcement Learning	CodeCode Available	1
LIIR: Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning	Dec 1, 2019	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1
Perceiver IO: A General Architecture for Structured Inputs & Outputs	Jul 30, 2021	Optical Flow EstimationStarcraft	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

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