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Notes on policy interpretation
2 notes
ORCAID: Oblique Rule-Based Continuous-Action Interpretation for Deep RL Policies
Researchers introduce ORCAID, a method for extracting interpretable rule-based policies from reinforcement learning (RL) agents in complex environments with continuous action spaces. The method uses an efficient…
PolicyGuard: From Organizational Policies to Neuro-SymbolicCompliance Review Engines
PolicyGuard is a framework that uses neuro-symbolic technology to help organizations ensure documents comply with their specific policies, guidelines, or playbooks. It separates policy formalization, local document…
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