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Learning robust perceptive locomotion for quadrupedal robots in the wild

3 Pith papers cite this work. Polarity classification is still indexing.

3 Pith papers citing it

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cs.RO 3

years

2026 3

verdicts

UNVERDICTED 3

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representative citing papers

SE(2) Navigation Mesh

cs.RO · 2026-07-01 · unverdicted · novelty 7.0

SE(2) NavMesh adds yaw-dependent traversability layers to polygonal navigation meshes, paired with ASA hierarchical pathfinding and incremental point-cloud updates, claiming over 50% more traversable area than standard navmeshes.

Dynamics Aware Quadrupedal Locomotion via Intrinsic Dynamics Head

cs.RO · 2026-05-02 · unverdicted · novelty 6.0

Concurrent training of an Intrinsic Dynamics Head with a dynamics reward yields more efficient and smoother quadrupedal locomotion policies that transfer to real robots with 12-18% gains in efficiency metrics.

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Showing 3 of 3 citing papers after filters.

  • SE(2) Navigation Mesh cs.RO · 2026-07-01 · unverdicted · none · ref 6

    SE(2) NavMesh adds yaw-dependent traversability layers to polygonal navigation meshes, paired with ASA hierarchical pathfinding and incremental point-cloud updates, claiming over 50% more traversable area than standard navmeshes.

  • Dynamics Aware Quadrupedal Locomotion via Intrinsic Dynamics Head cs.RO · 2026-05-02 · unverdicted · none · ref 9

    Concurrent training of an Intrinsic Dynamics Head with a dynamics reward yields more efficient and smoother quadrupedal locomotion policies that transfer to real robots with 12-18% gains in efficiency metrics.

  • Robot Squid Game: Quadrupedal Locomotion for Traversing Narrow Tunnels cs.RO · 2026-05-13 · unverdicted · none · ref 17

    A teacher-student RL policy distillation approach combined with procedural tunnel generation enables quadruped robots to traverse narrow tunnels consistently in both simulation and real-world tests.