Pith Number

pith:SDLQ6PBF

pith:2026:SDLQ6PBFRJOKP2MTXJFDNRTML5

not attested not anchored not stored refs pending

Reward Structure Shapes the Interaction Between Episodic Exploration and Neural Memory in Reinforcement Learning

Henrik I. Christensen, Jai Malegaonkar, Rohan Patil

arxiv:2608.05111 v1 · 2026-08-05 · 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{SDLQ6PBFRJOKP2MTXJFDNRTML5}

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	2026-08-06T01:49:13.235423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90d70f3c258a5ca7e993ba4a36c66c5f547f5109e6a74bbd8afc1abf5c3a2068

Aliases

arxiv: 2608.05111 · arxiv_version: 2608.05111v1 · doi: 10.48550/arxiv.2608.05111 · pith_short_12: SDLQ6PBFRJOK · pith_short_16: SDLQ6PBFRJOKP2MT · pith_short_8: SDLQ6PBF

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/SDLQ6PBFRJOKP2MTXJFDNRTML5 \
  | 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: 90d70f3c258a5ca7e993ba4a36c66c5f547f5109e6a74bbd8afc1abf5c3a2068

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32cc30160b53b4147f24c8f29c0ce7e186524fc0d357330d9e20b5bac2538595",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-05T17:44:52Z",
    "title_canon_sha256": "701010c2c040fa1a986a10310f5f3ebf1d64fadc09ecfe2faf1faf5aaf8205f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05111",
    "kind": "arxiv",
    "version": 1
  }
}