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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 141–150 of 311 papers

Title	Date	Tasks	Status	Hype	Score
MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization	Feb 21, 2023	Decision MakingMulti-agent Reinforcement Learning	CodeCode Available	0	5
Macro action selection with deep reinforcement learning in StarCraft	Dec 2, 2018	Deep Reinforcement LearningReal-Time Strategy Games	CodeCode Available	0	5
Decision-making with Speculative Opponent Models	Nov 22, 2022	Decision MakingSMAC	CodeCode Available	0	5
Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks	Dec 23, 2018	Starcraft	CodeCode Available	0	5
Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models	Jun 22, 2024	Reinforcement Learning (RL)SMAC	CodeCode Available	0	5
Multi-Agent Common Knowledge Reinforcement Learning	Oct 27, 2018	Multi-agent Reinforcement Learningreinforcement-learning	CodeCode Available	0	5
PPS-QMIX: Periodically Parameter Sharing for Accelerating Convergence of Multi-Agent Reinforcement Learning	Mar 5, 2024	Federated LearningMulti-agent Reinforcement Learning	CodeCode Available	0	5
Hybrid Training for Enhanced Multi-task Generalization in Multi-agent Reinforcement Learning	Aug 24, 2024	Multi-agent Reinforcement LearningStarcraft	—Unverified	0	0
Human-like Bots for Tactical Shooters Using Compute-Efficient Sensors	Dec 30, 2024	CPUImitation Learning	—Unverified	0	0
DCIR: Dynamic Consistency Intrinsic Reward for Multi-Agent Reinforcement Learning	Dec 10, 2023	Multi-agent Reinforcement Learningreinforcement-learning	—Unverified	0	0

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