Pith Number

pith:T4S57HPG

pith:2016:T4S57HPG4HI6MDL7LNXUO3XWLX

not attested not anchored not stored refs pending

Theoretically-Grounded Policy Advice from Multiple Teachers in Reinforcement Learning Settings with Applications to Negative Transfer

Haitham Bou Ammar, Matthew E. Taylor, Yusen Zhan

arxiv:1604.03986 v1 · 2016-04-13 · 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{T4S57HPG4HI6MDL7LNXUO3XWLX}

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.

Receipt and verification

First computed	2026-05-18T01:17:07.014962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f25df9de6e1d1e60d7f5b6f476ef65de0fd943d34964e490d661accf23012c0

Aliases

arxiv: 1604.03986 · arxiv_version: 1604.03986v1 · doi: 10.48550/arxiv.1604.03986 · pith_short_12: T4S57HPG4HI6 · pith_short_16: T4S57HPG4HI6MDL7 · pith_short_8: T4S57HPG

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/T4S57HPG4HI6MDL7LNXUO3XWLX \
  | 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: 9f25df9de6e1d1e60d7f5b6f476ef65de0fd943d34964e490d661accf23012c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9874af6967310f08f48d9b4693d3dbc5ff793a47c0645c238ea56176c46368c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-04-13T22:13:52Z",
    "title_canon_sha256": "c8aa6739760080bd7e29adf8ed41aa4a29497d7a93e8da46232c3667edaf2ab3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1604.03986",
    "kind": "arxiv",
    "version": 1
  }
}