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faucet-open on Meta-World v2 (test)

4,383Best Attack RewardATLA-PPO
1,658.22,365.63,0733,780.4Jun 6, 2024

Evaluation results

MethodLinks
ATLA-PPODefense mechanism=AdvTraining2024.064,383
RAD-PPODefense mechanism=Regret2024.064,254
PPODefense mechanism=No defense2024.063,031
WocaR-PPODefense mechanism=Partial smoothing2024.063,012
PA-ATLA-PPODefense mechanism=AdvTraining2024.062,358
TDRT-PPODefense mechanism=Smoothing, Time-discounting=true2024.061,942
SA-PPODefense mechanism=Smoothing, Time-discounting=false2024.061,763