Solly is the first AI to achieve elite human-level play in reduced-format Liar's Poker via self-play actor-critic reinforcement learning, outperforming both world-class humans and large language models on win rate and equity while developing non-exploitable strategies.
Adversarial Policies Beat Professional-Level Go AIs
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The paper categorizes sources of catastrophic AI risks into malicious use, AI race, organizational risks, and rogue AIs, providing illustrative stories and mitigation suggestions for each.
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Outbidding and Outbluffing Elite Humans: Mastering Liar's Poker via Self-Play and Reinforcement Learning
Solly is the first AI to achieve elite human-level play in reduced-format Liar's Poker via self-play actor-critic reinforcement learning, outperforming both world-class humans and large language models on win rate and equity while developing non-exploitable strategies.
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An Overview of Catastrophic AI Risks
The paper categorizes sources of catastrophic AI risks into malicious use, AI race, organizational risks, and rogue AIs, providing illustrative stories and mitigation suggestions for each.