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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

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Showing 151–160 of 175 papers

Title	Date	Tasks	Status	Hype
Heterogeneous Learning from Demonstration	Jan 27, 2020	Bayesian InferenceStarcraft	—Unverified	0
A Narration-based Reward Shaping Approach using Grounded Natural Language Commands	Oct 31, 2019	Deep Reinforcement LearningReinforcement Learning	—Unverified	0
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

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