FIELD NOTES TOPIC
policy interpretation
2 notes, newest first.
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…
