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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 101–110 of 311 papers

Title	Date	Tasks	Status	Hype	Score
Multi-platform Version of StarCraft: Brood War in a Docker Container: Technical Report	Jan 7, 2018	Real-Time Strategy GamesStarcraft	CodeCode Available	0	5
Multi-Agent Common Knowledge Reinforcement Learning	Oct 27, 2018	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	0	5
Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games	Mar 29, 2017	Starcraft	CodeCode Available	0	5
Arena: a toolkit for Multi-Agent Reinforcement Learning	Jul 20, 2019	Multi-agent Reinforcement LearningOpenAI Gym	CodeCode Available	0	5
Macro action selection with deep reinforcement learning in StarCraft	Dec 2, 2018	Deep Reinforcement LearningReal-Time Strategy Games	CodeCode Available	0	5
PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning	Jun 22, 2022	counterfactualMulti-agent Reinforcement Learning	CodeCode Available	0	5
MazeBase: A Sandbox for Learning from Games	Nov 23, 2015	NegationReinforcement Learning	CodeCode Available	0	5
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger	Nov 30, 2018	DecoderReal-Time Strategy Games	CodeCode Available	0	5
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games	Jul 4, 2017	Atari GamesGPU	CodeCode Available	0	5
Efficient Reinforcement Learning for StarCraft by Abstract Forward Models and Transfer Learning	Mar 2, 2019	reinforcement-learningReinforcement Learning	CodeCode Available	0	5

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