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 276–300 of 311 papers

Title	Date	Tasks	Status
Macro action selection with deep reinforcement learning in StarCraft	Dec 2, 2018	Deep Reinforcement LearningReal-Time Strategy Games	CodeCode Available
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger	Nov 30, 2018	DecoderReal-Time Strategy Games	CodeCode Available
Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders	Nov 30, 2018	Decision MakingDecoder	CodeCode Available
High-Level Strategy Selection under Partial Observability in StarCraft: Brood War	Nov 21, 2018	Real-Time Strategy Gamesreinforcement-learning	—Unverified
Modular Architecture for StarCraft II with Deep Reinforcement Learning	Nov 8, 2018	Deep Reinforcement Learningreinforcement-learning	—Unverified
Multi-Agent Common Knowledge Reinforcement Learning	Oct 27, 2018	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available
On Reinforcement Learning for Full-length Game of StarCraft	Sep 23, 2018	CPUHierarchical Reinforcement Learning	—Unverified
TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game	Sep 19, 2018	AI AgentDecision Making	CodeCode Available
Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games	Aug 15, 2018	Deep Reinforcement LearningReal-Time Strategy Games	CodeCode Available
Asynchronous Advantage Actor-Critic Agent for Starcraft II	Jul 22, 2018	Deep Reinforcement Learningreinforcement-learning	—Unverified
Relational Deep Reinforcement Learning	Jun 5, 2018	Deep Reinforcement Learningreinforcement-learning	CodeCode Available
Value Propagation Networks	May 28, 2018	Navigatereinforcement-learning	—Unverified
Action Categorization for Computationally Improved Task Learning and Planning	Apr 26, 2018	reinforcement-learningReinforcement Learning	—Unverified
StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning	Apr 3, 2018	Real-Time Strategy Gamesreinforcement-learning	CodeCode Available
Neuroevolution for RTS Micro	Mar 27, 2018	Real-Time Strategy GamesStarcraft	—Unverified
Multi-objective evolution for 3D RTS Micro	Mar 8, 2018	Real-Time Strategy GamesStarcraft	—Unverified
Composable Planning with Attributes	Mar 1, 2018	AttributeStarcraft	—Unverified
Multi-platform Version of StarCraft: Brood War in a Docker Container: Technical Report	Jan 7, 2018	Real-Time Strategy GamesStarcraft	CodeCode Available
RedDwarfData: a simplified dataset of StarCraft matches	Dec 29, 2017	Starcraft	CodeCode Available
Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning	Dec 20, 2017	Deep Reinforcement Learningreinforcement-learning	—Unverified
Towards a Deep Reinforcement Learning Approach for Tower Line Wars	Dec 17, 2017	Deep Reinforcement LearningQ-Learning	—Unverified
MSC: A Dataset for Macro-Management in StarCraft II	Oct 9, 2017	ManagementReal-Time Strategy Games	CodeCode Available
StarCraft II: A New Challenge for Reinforcement Learning	Aug 16, 2017	Deep Reinforcement LearningReal-Time Strategy Games	CodeCode Available
STARDATA: A StarCraft AI Research Dataset	Aug 7, 2017	DiversityImitation Learning	CodeCode Available
Learning Macromanagement in StarCraft from Replays using Deep Learning	Jul 12, 2017	Deep LearningDeep Reinforcement Learning	—Unverified

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