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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 151–175 of 175 papers

Title	Date	Tasks	Status	Hype
Deep Coordination Graphs	Sep 27, 2019	Multi-agent Reinforcement LearningQ-Learning	CodeCode Available	0
Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control	Sep 6, 2019	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	0
Action Semantics Network: Considering the Effects of Actions in Multiagent Systems	Jul 26, 2019	Deep Reinforcement LearningReinforcement Learning	CodeCode Available	0
Arena: a toolkit for Multi-Agent Reinforcement Learning	Jul 20, 2019	Multi-agent Reinforcement LearningOpenAI Gym	CodeCode Available	0
Learning a Behavioral Repertoire from Demonstrations	Jul 5, 2019	Imitation LearningReinforcement Learning	—Unverified	0
Explainable Reinforcement Learning Through a Causal Lens	May 27, 2019	counterfactualreinforcement-learning	CodeCode Available	0
Deep reinforcement learning with relational inductive biases	May 1, 2019	Deep Reinforcement Learningreinforcement-learning	—Unverified	0
Grounding Natural Language Commands to StarCraft II Game States for Narration-Guided Reinforcement Learning	Apr 24, 2019	Deep Reinforcement LearningReinforcement Learning	—Unverified	0
Efficient Reinforcement Learning for StarCraft by Abstract Forward Models and Transfer Learning	Mar 2, 2019	reinforcement-learningReinforcement Learning	CodeCode Available	0
The StarCraft Multi-Agent Challenge	Feb 11, 2019	BenchmarkingMuJoCo	CodeCode Available	1
Dungeon Crawl Stone Soup as an Evaluation Domain for Artificial Intelligence	Feb 5, 2019	StarcraftStarcraft II	—Unverified	0
AlphaStar: An Evolutionary Computation Perspective	Feb 5, 2019	DiversityReinforcement Learning	—Unverified	0
The Natural Language of Actions	Feb 4, 2019	reinforcement-learningReinforcement Learning	CodeCode Available	0
Variational Saccading: Efficient Inference for Large Resolution Images	Dec 8, 2018	General Classificationimage-classification	CodeCode Available	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
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning	Mar 30, 2018	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1
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

Show:10 25 50

← PrevPage 4 of 4Next →

No leaderboard results yet.