Datasets › Def_Infantry_parallel

Def_Infantry_parallel (SMAC+_Def_Infantry_parallel_20)

archive 2025-07-28

smac+ defense infantry scenario with parallel episodic buffer

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
SMAC+ Def_Infantry_parallel QTRAN Median Win Rate 100.0 QTRAN: Learning to Factorize with Transformation for... opendilab/DI-engine +3 10 Compare

Papers archive 2025-07-28

9 shown of 9 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 9. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
The StarCraft Multi-Agent Challenges+ : Learning of Multi-Stage Tasks and Environmental Factors without Precise Reward Functions 1 1 5 Jul 2022 not harvested
Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning 0 1 29 Sep 2021 not harvested
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning 1 1 14 Apr 2021 not harvested
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning 1 2 16 Feb 2021 ran 1 of 1 samples (0 unverified)
QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning 4 1 14 May 2019 ran 0 of 1 samples (1 unverified; 1 pointer-only for licence)
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation 2 1 3 Apr 2019 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning 18 1 30 Mar 2018 ran 9 of 11 samples (2 unverified; 6 pointer-only for licence)
Value-Decomposition Networks For Cooperative Multi-Agent Learning 10 1 16 Jun 2017 not harvested
Counterfactual Multi-Agent Policy Gradients 7 1 24 May 2017 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Apache 2.0

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Def_Infantry_parallel

1 variant name, as the archive lists them.

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