Pith Number

pith:2ACLP4JX

pith:2020:2ACLP4JXISXAZXDM3HKXRWL2D7

not attested not anchored not stored refs pending

Contextual Policy Transfer in Reinforcement Learning Domains via Deep Mixtures-of-Experts

Chi-Guhn Lee, Michael Gimelfarb, Scott Sanner

arxiv:2003.00203 v2 · 2020-02-29 · cs.LG · cs.NE · cs.RO · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2ACLP4JXISXAZXDM3HKXRWL2D7}

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	2026-07-05T01:09:04.134891Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d004b7f13744ae0cdc6cd9d578d97a1fe8abb0ddac7229af5fe0241a37d3dcf0

Aliases

arxiv: 2003.00203 · arxiv_version: 2003.00203v2 · doi: 10.48550/arxiv.2003.00203 · pith_short_12: 2ACLP4JXISXA · pith_short_16: 2ACLP4JXISXAZXDM · pith_short_8: 2ACLP4JX

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/2ACLP4JXISXAZXDM3HKXRWL2D7 \
  | 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: d004b7f13744ae0cdc6cd9d578d97a1fe8abb0ddac7229af5fe0241a37d3dcf0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06727082ccfeb3b332668fdcd59cb303cbe6544b1950dda5b19d0a3c744ba1c9",
    "cross_cats_sorted": [
      "cs.NE",
      "cs.RO",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-29T07:58:36Z",
    "title_canon_sha256": "f19c64403d8cb12ba8e67e6d1c726bda3a24a02496617179808793966268d30f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.00203",
    "kind": "arxiv",
    "version": 2
  }
}