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LeWAM is claimed to plan 32.3× faster

A post introducing LeWAM claims 19-millisecond plans and success gains from 28.6% to 89.7% on contact-rich manipulations.

Minghao FuMF
1 Source, 2h ago, first seen 2h ago

TLDR

A post introducing LeWAM describes it as a JEPA that can imagine what happens next and what to do next. It claims 32.3× faster planning, at 19 milliseconds per plan, and says success on contact-rich manipulations rose from 28.6% to 89.7%. The post also highlights a one-GPU setup and says LeWAM works on a real robot, not just in simulation.

Combined views

11.2K

1 Source, first seen 2h ago

134 likes6 comments109 saves21 reposts

Combined views

11.2K

1 Source, first seen 2h ago

134 likes6 comments109 saves21 reposts

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Sentiment

Positive——Negative

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1 Source

Minghao Fu@Minghao__FuJEPAs can 𝐧𝐨𝐰 jointly imagine what happens and what to do next! Meet 𝐋𝐞𝐖𝐀𝐌: A JEPA for the real world with 32.3× faster planning, 19 ms per plan Improves success 28.6% → 89.7% on contact-rich manipulations But also ... 🫶 a WAM for everyone with 17M · 1 GPU · 1 hyperparameter Works on a real robot, not just a simulation !! 👉 https://le-wam.github.io/2h
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    1 Source

    Minghao Fu@Minghao__FuJEPAs can 𝐧𝐨𝐰 jointly imagine what happens and what to do next! Meet 𝐋𝐞𝐖𝐀𝐌: A JEPA for the real world with 32.3× faster planning, 19 ms per plan Improves success 28.6% → 89.7% on contact-rich manipulations But also ... 🫶 a WAM for everyone with 17M · 1 GPU · 1 hyperparameter Works on a real robot, not just a simulation !! 👉 https://le-wam.github.io/2h
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