ResearchBenchmarksContinuous Control on Ant v3Follow5,115Average ReturnIRA-191.081,186.462,5643,941.54Jan 27, 2026Feb 8, 2026Feb 20, 2026Mar 4, 2026Mar 16, 2026Mar 28, 2026Apr 10, 2026Evaluation ResultsMethodMethodLinksAverage ReturnIRA2026.015,115TD32026.014,692ALH2026.014,616PEER2026.014,360FedRL-PPO w/ PONPON=truePON=true2026.044,354FedRL-PPO2026.043,370.11PPO2026.042,168.26MBPO2026.011,739DDPG2026.011,031PPO2026.0113