Ataraxos
An AI system designed for large-scale imperfect-information games, built on self-play reinforcement learning and test-time search techniques. Ataraxos achieves superhuman or state-of-the-art performance across multiple imperfect-information game environments, including the board war game Stratego.
Timeline (last 90 days)
Ataraxos is reportedly the first AI in history to reach superhuman level at Stratego
Ataraxos defeated the most decorated human professional Stratego player in history by a large margin
Ataraxos consumed orders of magnitude less compute and data than previous Stratego attempts
Ataraxos is built on self-play reinforcement learning and test-time search designed for hidden-information scenarios
Ataraxos achieved state-of-the-art results on the cooperative card game Hanabi
Ataraxos achieved state-of-the-art results on dou dizhu
Current information about Ataraxos comes mainly from research-abstract-level descriptions, uses the word 'reportedly,' and the specific details still await confirmation from the full paper and peer review
The Ataraxos research sparked discussion in the Reddit machine learning community
All Facts (8)
Ataraxos is reportedly the first AI in history to reach superhuman level at Stratego
50%UnverifiedAtaraxos defeated the most decorated human professional Stratego player in history by a large margin
50%UnverifiedAtaraxos consumed orders of magnitude less compute and data than previous Stratego attempts
50%UnverifiedAtaraxos is built on self-play reinforcement learning and test-time search designed for hidden-information scenarios
50%UnverifiedAtaraxos achieved state-of-the-art results on the cooperative card game Hanabi
50%UnverifiedAtaraxos achieved state-of-the-art results on dou dizhu
50%UnverifiedCurrent information about Ataraxos comes mainly from research-abstract-level descriptions, uses the word 'reportedly,' and the specific details still await confirmation from the full paper and peer review
50%UnverifiedThe Ataraxos research sparked discussion in the Reddit machine learning community
50%