Pith Number

pith:RAAQVVY6

pith:2024:RAAQVVY6HMPMPRUX22SNFEPPH3

not attested not anchored not stored refs pending

Proto Successor Measure: Representing the Behavior Space of an RL Agent

Amy Zhang, Harshit Sikchi, Peter Stone, Siddhant Agarwal

arxiv:2411.19418 v2 · 2024-11-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RAAQVVY6HMPMPRUX22SNFEPPH3}

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.

Cited by

3 papers in Pith

Reward-free Pretraining for Reinforcement Learning via Occupancy Coverage Maximization

Learning Object Manipulation from Scratch via Contrastive Interaction

Switching Successor Measures for Hierarchical Zero-shot Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:28:28.567465Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88010ad71e3b1ec7c697d6a4d291ef3ef4cc1dfab05c691159dfd059934c5d1a

Aliases

arxiv: 2411.19418 · arxiv_version: 2411.19418v2 · doi: 10.48550/arxiv.2411.19418 · pith_short_12: RAAQVVY6HMPM · pith_short_16: RAAQVVY6HMPMPRUX · pith_short_8: RAAQVVY6

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/RAAQVVY6HMPMPRUX22SNFEPPH3 \
  | 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: 88010ad71e3b1ec7c697d6a4d291ef3ef4cc1dfab05c691159dfd059934c5d1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e90b2f7d5df78da63055ed46d1f774e379ebfa11f681825b040e1b6e4cdebf51",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-29T00:09:39Z",
    "title_canon_sha256": "af67b8b9f1e16f054509e66007c2b55b84954e4062f0184ec413c45474171d4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19418",
    "kind": "arxiv",
    "version": 2
  }
}