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Pith Number

pith:FDWOZSOE

pith:2021:FDWOZSOEJ64RONNEIBTZAAABAI
not attested not anchored not stored refs pending

Here's What I've Learned: Asking Questions that Reveal Reward Learning

Ananth Jonnavittula, Dylan P. Losey, Soheil Habibian

arxiv:2107.01995 v1 · 2021-07-02 · cs.HC · cs.RO

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\usepackage{pith}
\pithnumber{FDWOZSOEJ64RONNEIBTZAAABAI}

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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 2026-07-05T02:55:02.708174Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

28ececc9c44fb91735a440679000010205e18a7219b850d3d6ebb26c18fc23c1

Aliases

arxiv: 2107.01995 · arxiv_version: 2107.01995v1 · doi: 10.48550/arxiv.2107.01995 · pith_short_12: FDWOZSOEJ64R · pith_short_16: FDWOZSOEJ64RONNE · pith_short_8: FDWOZSOE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FDWOZSOEJ64RONNEIBTZAAABAI \
  | 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: 28ececc9c44fb91735a440679000010205e18a7219b850d3d6ebb26c18fc23c1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fa1d8f3327b7aaefca5602c1155184d3ef29f04389f4386c65306dd73d3fb5c0",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2021-07-02T14:58:35Z",
    "title_canon_sha256": "5f9fc24a0c1ed0ee02964f64b5022989b0e2069dd480d3a4e0e6eed274aceafe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.01995",
    "kind": "arxiv",
    "version": 1
  }
}