Pith Number

pith:7GOVFDXB

pith:2022:7GOVFDXB2CNWFYXOJTA75DICSC

not attested not anchored not stored refs pending

Agent-Temporal Attention for Reward Redistribution in Episodic Multi-Agent Reinforcement Learning

Baicen Xiao, Bhaskar Ramasubramanian, Radha Poovendran

arxiv:2201.04612 v1 · 2022-01-12 · cs.MA · 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{7GOVFDXB2CNWFYXOJTA75DICSC}

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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

1 paper in Pith

Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration

Receipt and verification

First computed	2026-07-05T03:48:02.052519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f99d528ee1d09b62e2ee4cc1fe8d02908b095d6801ca35c084dce8f292c16509

Aliases

arxiv: 2201.04612 · arxiv_version: 2201.04612v1 · doi: 10.48550/arxiv.2201.04612 · pith_short_12: 7GOVFDXB2CNW · pith_short_16: 7GOVFDXB2CNWFYXO · pith_short_8: 7GOVFDXB

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/7GOVFDXB2CNWFYXOJTA75DICSC \
  | 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: f99d528ee1d09b62e2ee4cc1fe8d02908b095d6801ca35c084dce8f292c16509

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bda64f336d5384bb2ec070298940f7560ec003215b787395cf9740eddcd7fa24",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2022-01-12T18:35:46Z",
    "title_canon_sha256": "682d3b783b1802cdf9ea1c6f1885097f6d90ce7dd21b197951f128247ba5a21f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.04612",
    "kind": "arxiv",
    "version": 1
  }
}