Benchmarking MARL on long horizon sequential multi-objective tasks
Current MARL benchmarks fall short in simulating realistic scenarios, particularly those involving long action sequences with sequential tasks and multiple conflicting objectives. Addressing this gap, we introduce Multi-Objective SMAC (MOSMAC), a novel MARL benchmark tailored to assess MARL methods...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2024
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/9784 https://ink.library.smu.edu.sg/context/sis_research/article/10784/viewcontent/p2279__1_.pdf |
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| Institution: | Singapore Management University |
| Language: | English |