In this work, we provide a non-asymptotic analysis for two timescale actor-critic methods under non-i.i.d.

We address the issue of physical implausibility in multi-view neural reconstruction. While implicit representations have gained popularity in multi-view 3D reconstruction, previous work struggles to yield physically plausible results, limiting their utility in domains requiring rigorous physical accuracy.