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Pith Number

pith:VPXST3UF

pith:2025:VPXST3UFGJMOCFCA2X6GRGRFNP
not attested not anchored not stored refs pending

Reward-Centered ReST-MCTS: A Robust Decision-Making Framework for Robotic Manipulation in High Uncertainty Environments

Xibai Wang

arxiv:2503.05226 v2 · 2025-03-07 · cs.RO · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VPXST3UFGJMOCFCA2X6GRGRFNP}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-06-24T01:14:56.789035Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

abef29ee853258e11440d5fc689a256bd50a2abbadd8ad2e8b76c7e4baf14ce7

Aliases

arxiv: 2503.05226 · arxiv_version: 2503.05226v2 · doi: 10.48550/arxiv.2503.05226 · pith_short_12: VPXST3UFGJMO · pith_short_16: VPXST3UFGJMOCFCA · pith_short_8: VPXST3UF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VPXST3UFGJMOCFCA2X6GRGRFNP \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: abef29ee853258e11440d5fc689a256bd50a2abbadd8ad2e8b76c7e4baf14ce7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3ecde6c0e57c7a514b6e0ab3bd6d02db96d8ceebb2ee33ab128c68539419a221",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-03-07T08:25:04Z",
    "title_canon_sha256": "2ec550e699a8f3871096905a108f2662bd8571a07ebdb6383ce8aa2e0c0a78a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05226",
    "kind": "arxiv",
    "version": 2
  }
}