Pith Number

pith:B5PVMSFM

pith:2024:B5PVMSFMCQFCBENP5TRX56KX56

not attested not anchored not stored refs pending

Value of Information and Reward Specification in Active Inference and POMDPs

Ran Wei

arxiv:2408.06542 v1 · 2024-08-13 · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B5PVMSFMCQFCBENP5TRX56KX56}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Free Energy Projective Simulation (FEPS): Active inference with interpretability

Receipt and verification

First computed	2026-07-05T08:54:58.483660Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f5f5648ac140a2091afece37ef957ef91d9aaad9ebe8ddc482e184c3b757c6b

Aliases

arxiv: 2408.06542 · arxiv_version: 2408.06542v1 · doi: 10.48550/arxiv.2408.06542 · pith_short_12: B5PVMSFMCQFC · pith_short_16: B5PVMSFMCQFCBENP · pith_short_8: B5PVMSFM

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/B5PVMSFMCQFCBENP5TRX56KX56 \
  | 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: 0f5f5648ac140a2091afece37ef957ef91d9aaad9ebe8ddc482e184c3b757c6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f132646f0d2fe785018a21b7a180314ca9c1db287b7526abbec3cab0c5635503",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-13T00:32:05Z",
    "title_canon_sha256": "53a3c4fbca6fb855f3d01ddc749252116b5eaca942d80dc1f690a0e7846f042f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.06542",
    "kind": "arxiv",
    "version": 1
  }
}