← Live GRU + MLP arena

GRU / MLP

Two policies. The same sensor history, actions, rewards and tests. Compare learning against training steps—the GRU started earlier.

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Latest fixed-seed checks

These checks use fixed commands, seeds and terrain. Direction passes measure response, not precise tracking. Latest results may have very different training budgets.

Latest lesson recovery checks

Compare recovery only at matching force levels and training budgets. A pass requires an observed disturbance and recovery.

● GRU● MLP
Direction-response passes
Forward speed · target 0.2 m/s
Low hurdle crossings
Terrain survival