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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 71–80 of 311 papers

Title	Date	Tasks	Status	Hype
Anticipatory Thinking Challenges in Open Worlds: Risk Management	Jun 22, 2023	Adversarial RobustnessAutonomous Vehicles	—Unverified	0
Transferable Curricula through Difficulty Conditioned Generators	Jun 22, 2023	Reinforcement Learning (RL)Starcraft	—Unverified	0
Maximum Entropy Heterogeneous-Agent Reinforcement Learning	Jun 19, 2023	MuJoCoMulti-agent Reinforcement Learning	CodeCode Available	2
Semantic HELM: A Human-Readable Memory for Reinforcement Learning	Jun 15, 2023	Dota 2Language Modelling	CodeCode Available	1
Offline Multi-Agent Reinforcement Learning with Coupled Value Factorization	Jun 15, 2023	ManagementMulti-agent Reinforcement Learning	—Unverified	0
A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning	Jun 4, 2023	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	0
EXPODE: EXploiting POlicy Discrepancy for Efficient Exploration in Multi-agent Reinforcement Learning	May 30, 2023	Efficient ExplorationMulti-agent Reinforcement Learning	CodeCode Available	0
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?	May 27, 2023	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1
Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning	May 12, 2023	Multi-agent Reinforcement LearningStarcraft	—Unverified	0
SMAClite: A Lightweight Environment for Multi-Agent Reinforcement Learning	May 9, 2023	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	1

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