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Reinforcement Learning on Kangaroo simplified environment

3,683Average Episodic ReturnBlendRL+Expert
799.081,547.792,296.53,045.21Apr 18, 2026

Evaluation results

MethodLinks
BlendRL+ExpertValuation source=expert-written2026.043,683
GRAIL (Claude)Valuation source=Claude, Concept-alignment coefficient (cCA)=0.32026.043,625
GRAIL (GPT-4o)Valuation source=GPT-4o, Concept-alignment coefficient (cCA)=0.32026.043,540
BlendRL (no CA)Concept Alignment (CA)=false, Concept-alignment coefficient (cCA)=02026.041,280
BlendRL+GPT-4oValuation source=GPT-4o2026.041,112
NeuralPPO2026.041,045
BlendRL+ClaudeValuation source=Claude2026.04910