From the 1 of 18 linked papers with an AI index.
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cs.MA2026
LLM-Mediated Guidance of MARL Systems
Philipp D. Siedler, Ian Gemp
In complex multi-agent environments, achieving efficient learning and desirable behaviours is a significant challenge for Multi-Agent Reinforcement Learning (MARL) systems. This wo…
cs.MA2025
Soft Condorcet Optimization for Ranking of General Agents
Marc Lanctot, Kate Larson, Michael Kaisers +7
Driving progress of AI models and agents requires comparing their performance on standardized benchmarks; for general agents, individual performances must be aggregated across a po…