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	Hype
High-Level Strategy Selection under Partial Observability in StarCraft: Brood War	Nov 21, 2018	Real-Time Strategy Gamesreinforcement-learning	—Unverified	0
Modular Architecture for StarCraft II with Deep Reinforcement Learning	Nov 8, 2018	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
Multi-Agent Common Knowledge Reinforcement Learning	Oct 27, 2018	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	0
On Reinforcement Learning for Full-length Game of StarCraft	Sep 23, 2018	CPUHierarchical Reinforcement Learning	—Unverified	0
TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game	Sep 19, 2018	AI AgentDecision Making	CodeCode Available	0
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	0
Asynchronous Advantage Actor-Critic Agent for Starcraft II	Jul 22, 2018	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
Relational Deep Reinforcement Learning	Jun 5, 2018	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	0
Value Propagation Networks	May 28, 2018	Navigatereinforcement-learning	—Unverified	0
Action Categorization for Computationally Improved Task Learning and Planning	Apr 26, 2018	reinforcement-learningReinforcement Learning	—Unverified	0
StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning	Apr 3, 2018	Real-Time Strategy Gamesreinforcement-learning	CodeCode Available	0
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning	Mar 30, 2018	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1
Neuroevolution for RTS Micro	Mar 27, 2018	Real-Time Strategy GamesStarcraft	—Unverified	0
Multi-objective evolution for 3D RTS Micro	Mar 8, 2018	Real-Time Strategy GamesStarcraft	—Unverified	0
Composable Planning with Attributes	Mar 1, 2018	AttributeStarcraft	—Unverified	0
Multi-platform Version of StarCraft: Brood War in a Docker Container: Technical Report	Jan 7, 2018	Real-Time Strategy GamesStarcraft	CodeCode Available	0
RedDwarfData: a simplified dataset of StarCraft matches	Dec 29, 2017	Starcraft	CodeCode Available	0
Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning	Dec 20, 2017	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
Towards a Deep Reinforcement Learning Approach for Tower Line Wars	Dec 17, 2017	Deep Reinforcement LearningQ-Learning	—Unverified	0
MSC: A Dataset for Macro-Management in StarCraft II	Oct 9, 2017	ManagementReal-Time Strategy Games	CodeCode Available	0
StarCraft II: A New Challenge for Reinforcement Learning	Aug 16, 2017	Deep Reinforcement LearningReal-Time Strategy Games	CodeCode Available	0
STARDATA: A StarCraft AI Research Dataset	Aug 7, 2017	DiversityImitation Learning	CodeCode Available	0
Learning Macromanagement in StarCraft from Replays using Deep Learning	Jul 12, 2017	Deep LearningDeep Reinforcement Learning	—Unverified	0
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games	Jul 4, 2017	Atari GamesGPU	CodeCode Available	0
Counterfactual Multi-Agent Policy Gradients	May 24, 2017	Autonomous Vehiclescounterfactual	CodeCode Available	1

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