Pith Number

pith:V5VGFGXH

pith:2017:V5VGFGXHWOHML3PBCN7XMR7TG7

not attested not anchored not stored refs pending

Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning

Nick Erickson, Qi Zhao

arxiv:1706.05749 v1 · 2017-06-19 · stat.ML · 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{V5VGFGXHWOHML3PBCN7XMR7TG7}

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	2026-05-18T00:42:09.002550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af6a629ae7b38ec5ede1137f7647f337eeeb76b0d116d8a809c155ad1b93347f

Aliases

arxiv: 1706.05749 · arxiv_version: 1706.05749v1 · doi: 10.48550/arxiv.1706.05749 · pith_short_12: V5VGFGXHWOHM · pith_short_16: V5VGFGXHWOHML3PB · pith_short_8: V5VGFGXH

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/V5VGFGXHWOHML3PBCN7XMR7TG7 \
  | 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: af6a629ae7b38ec5ede1137f7647f337eeeb76b0d116d8a809c155ad1b93347f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ef279ec7b27cbee6ca3ca3fc853993495bcf432076ab39e3e2a78eb5954bf7c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-06-19T00:16:24Z",
    "title_canon_sha256": "830e3da3ed1325ec67d9915f1ddb2b18211f6b0c18f5f0a394d9fb70ecf2de6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.05749",
    "kind": "arxiv",
    "version": 1
  }
}