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Constrained Reinforcement Learning on Navigation

217.6Episodic Rewarde-COP
132.424154.537176.65198.763Dec 11, 2025

Evaluation results

MethodLinks
e-COPCost Threshold C1=10, Cost Threshold C2=25, Number of Independent Runs=52025.12217.69.623.7
PPO-LCost Threshold C1=10, Cost Threshold C2=25, Number of Independent Runs=52025.12175.19.922.3
IPOCost Threshold C1=10, Cost Threshold C2=25, Number of Independent Runs=52025.12164.11024.6
P3OCost Threshold C1=10, Cost Threshold C2=25, Number of Independent Runs=52025.12153.59.924.5
APPOCost Threshold C1=10, Cost Threshold C2=25, Number of Independent Runs=52025.12135.79.923.9