Pith Number

pith:TH7TQ6V5

pith:2019:TH7TQ6V5KV7PGVMUSYZE7RNA2C

not attested not anchored not stored refs pending

Multi-agent Reinforcement Learning Embedded Game for the Optimization of Building Energy Control and Power System Planning

Jun Hao

arxiv:1901.07333 v1 · 2019-01-17 · cs.CY · cs.GT · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TH7TQ6V5KV7PGVMUSYZE7RNA2C}

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	2026-05-17T23:52:51.062702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99ff387abd557ef3559496324fc5a0d081d0344d3f62d80c9d9dcf54073577a9

Aliases

arxiv: 1901.07333 · arxiv_version: 1901.07333v1 · doi: 10.48550/arxiv.1901.07333 · pith_short_12: TH7TQ6V5KV7P · pith_short_16: TH7TQ6V5KV7PGVMU · pith_short_8: TH7TQ6V5

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/TH7TQ6V5KV7PGVMUSYZE7RNA2C \
  | 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: 99ff387abd557ef3559496324fc5a0d081d0344d3f62d80c9d9dcf54073577a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c11cebc0c4e30aefb44ae9281c79251439c9208a8cb31b4fd0e472e785cffabb",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2019-01-17T08:37:38Z",
    "title_canon_sha256": "ea3ef233c0d3fdadde5430fb9aab9b2e386306152a3627e74ea6a2d8859c614f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.07333",
    "kind": "arxiv",
    "version": 1
  }
}