Oracle-Guided Soft Shielding for Safe Move Prediction in Chess | ScienceToStartup | ScienceToStartup

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References (27)

[1]

Safety-Prioritizing Curricula for Constrained Reinforcement Learning

2025Cevahir Köprülü, Thiago D. Simão et al.

[2]

Human-aligned Chess with a Bit of Search

2024Yiming Zhang, Athul Paul Jacob et al.

[3]

A Review of Safe Reinforcement Learning: Methods, Theories, and Applications

Founder's Pitch

"Oracle-Guided Soft Shielding (OGSS) enables safer decision-making in high-stakes environments by learning a probabilistic safety model from oracle feedback, demonstrated in chess with reduced blunder rates."

Reinforcement Learning•Score: 7•View PDF ↗

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Oracle-Guided Soft Shielding for Safe Move Prediction in Chess

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References (27)

Founder's Pitch

"Oracle-Guided Soft Shielding (OGSS) enables safer decision-making in high-stakes environments by learning a probabilistic safety model from oracle feedback, demonstrated in chess with reduced blunder rates."

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Oracle-Guided Soft Shielding for Safe Move Prediction in Chess

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References (27)

Founder's Pitch

"Oracle-Guided Soft Shielding (OGSS) enables safer decision-making in high-stakes environments by learning a probabilistic safety model from oracle feedback, demonstrated in chess with reduced blunder rates."

Commercial Viability Breakdown

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