Pith Number

pith:M7Y6GROM

pith:2025:M7Y6GROMDKPL35XWLJYHRL6LST

not attested not anchored not stored refs pending

Enhance Exploration in Safe Reinforcement Learning with Contrastive Representation Learning

Bang Giang Le, Duc Kien Doan, Viet Cuong Ta

arxiv:2503.10318 v1 · 2025-03-13 · 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{M7Y6GROMDKPL35XWLJYHRL6LST}

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	2026-07-05T10:54:15.600420Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67f1e345cc1a9ebdf6f65a7078afcb94e98123f872a5912132c4f1fa853e64a4

Aliases

arxiv: 2503.10318 · arxiv_version: 2503.10318v1 · doi: 10.48550/arxiv.2503.10318 · pith_short_12: M7Y6GROMDKPL · pith_short_16: M7Y6GROMDKPL35XW · pith_short_8: M7Y6GROM

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/M7Y6GROMDKPL35XWLJYHRL6LST \
  | 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: 67f1e345cc1a9ebdf6f65a7078afcb94e98123f872a5912132c4f1fa853e64a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db388e514a70ce41e14d376710fbda62e2077619509cec14a027a67bdda5097c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-13T12:53:42Z",
    "title_canon_sha256": "e01bc8ae832a9295e34413d37efc3f58d9442c4b45a6eb06e956691304fe0f14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10318",
    "kind": "arxiv",
    "version": 1
  }
}