Pith Number

pith:H6J6PSTM

pith:2025:H6J6PSTMVIVVN2LNKV7DINWHSF

not attested not anchored not stored refs pending

Filtering Learning Histories Enhances In-Context Reinforcement Learning

Dharmashankar Subramanian, Santiago Paternain, Weiqin Chen, Xinjie Zhang

arxiv:2505.15143 v1 · 2025-05-21 · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H6J6PSTMVIVVN2LNKV7DINWHSF}

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	2026-07-05T11:06:56.565293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f93e7ca6caa2b56e96d557e3436c7914d6291c2652071f57bddfd5449070dcd

Aliases

arxiv: 2505.15143 · arxiv_version: 2505.15143v1 · doi: 10.48550/arxiv.2505.15143 · pith_short_12: H6J6PSTMVIVV · pith_short_16: H6J6PSTMVIVVN2LN · pith_short_8: H6J6PSTM

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/H6J6PSTMVIVVN2LNKV7DINWHSF \
  | 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: 3f93e7ca6caa2b56e96d557e3436c7914d6291c2652071f57bddfd5449070dcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dd0117123a0f2c6caa45ca2a6326b4d23227951c6e94495c30d59cb7c42820a",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-21T06:00:41Z",
    "title_canon_sha256": "3f6f63b00c05ee473056a6eba0f4bf86561b4187b4b046cdd327558669a1075f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15143",
    "kind": "arxiv",
    "version": 1
  }
}