Pith Number

pith:FCSXP53M

pith:2023:FCSXP53MD33JT47M4XRKMTQM5T

not attested not anchored not stored refs pending

Mind the Uncertainty: Risk-Aware and Actively Exploring Model-Based Reinforcement Learning

Cristina Pineri, Georg Martius, Marin Vlastelica, Sebastian Blaes

arxiv:2309.05582 v1 · 2023-09-11 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FCSXP53MD33JT47M4XRKMTQM5T}

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

2 papers in Pith

Breaking the Epistemic Trap: Active Perception Under Compound Uncertainty

Receipt and verification

First computed	2026-07-05T06:49:37.225223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28a577f76c1ef699f3ece5e2a64e0cecfa168dd76f8fd9036ca2ed598acd9bad

Aliases

arxiv: 2309.05582 · arxiv_version: 2309.05582v1 · doi: 10.48550/arxiv.2309.05582 · pith_short_12: FCSXP53MD33J · pith_short_16: FCSXP53MD33JT47M · pith_short_8: FCSXP53M

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/FCSXP53MD33JT47M4XRKMTQM5T \
  | 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: 28a577f76c1ef699f3ece5e2a64e0cecfa168dd76f8fd9036ca2ed598acd9bad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdb9b5fbe24d872b4b089c4285801f1dc9ffff86f6f5d935450c3a278009cb2f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-11T16:10:58Z",
    "title_canon_sha256": "ffd09a5632c457578d168044bd92155f0de0c1b5135464d86e83a95cb4fec339"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.05582",
    "kind": "arxiv",
    "version": 1
  }
}