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Papers Benchmarks Datasets Tasks

Simple-Spread dataset and benchmarks · SOTA2 Research

Research Datasets

Simple-Spread

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-Agent Reinforcement Learning

Simple Spread N=6

0.011Collisions

23

Multi-Agent Reinforcement Learning

Simple Spread N=4

0.64Collisions

23

Multi-Agent Reinforcement Learning

Simple Spread N=3

0.002Collisions

23

Multi-Agent Reinforcement Learning

Simple Spread N=10

1.57Collisions

9

Multi-agent reinforcement learning

Simple Spread Heavy DBC

-128Cumulative Reward

7

Multi-Agent Reinforcement Learning

Simple Spread

86.7Success Rate

6

Simple-Spread

98.5Coverage Rate

6

Influence Analysis

Simple Spread 3 agents

0.777IO

4

Safe Offline Multi-Agent Reinforcement Learning

simple spread random

0.56Reward

3

Safe Offline Multi-Agent Reinforcement Learning

simple spread medium

0.88Reward

3

Safe Offline Multi-Agent Reinforcement Learning

simple spread md

82Reward

3

Safe Offline Multi-Agent Reinforcement Learning

simple spread expert

1.35Reward

3

Influence Analysis

Simple Spread 5 agents

82.4IO

2

Popular tasks

Multi-Agent Reinforcement Learning Safe Offline Multi-Agent Reinforcement Learning Influence Analysis Coverage

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