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Deep Multi-Agent Reinforcement Learning:A Survey
Deep Multi-Agent Reinforcement Learning:A Survey
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Survey paper details multi-agent AI decision-making approaches
A new survey paper details advancements in multi-agent cooperative decision-making, a field crucial for AI systems in complex tasks like autonomous driving and disaster rescue. The paper categorizes current approaches i…
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Deep MARL pricing models show failure modes, partial fix proposed
Researchers have identified two failure modes in deep multi-agent reinforcement learning (MARL) applied to asynchronous pricing markets. These modes include tacit cartel formation among competing agents and actor-critic…