Pith Number

pith:3EPD6A76

pith:2026:3EPD6A76FL3THFWRUYDEUHPLNL

not attested not anchored not stored refs pending

Infra-Bayesian Reinforcement Learning Agents Outperform Classical RL For Worst-Case Robustness

Agnivo Banerjee, Allegra Laro, Andrew Lin, Cl\'ement Legentilhomme, Emanuel Ruzak, Faiyaz Azam, Florian Lorkowski, Manish Aryal, Nathan Theng, Patric Rommel, Paul Yushin Rapoport, Radman Rakhshandehroo, Sai Sidhanth Manoharan Jayanthi

arxiv:2605.23146 v1 · 2026-05-22 · 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{3EPD6A76FL3THFWRUYDEUHPLNL}

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	2026-05-25T02:01:40.430829Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d91e3f03fe2af73396d1a6064a1deb6ad790189ff99b607890e261e14a622aa7

Aliases

arxiv: 2605.23146 · arxiv_version: 2605.23146v1 · doi: 10.48550/arxiv.2605.23146 · pith_short_12: 3EPD6A76FL3T · pith_short_16: 3EPD6A76FL3THFWR · pith_short_8: 3EPD6A76

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/3EPD6A76FL3THFWRUYDEUHPLNL \
  | 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: d91e3f03fe2af73396d1a6064a1deb6ad790189ff99b607890e261e14a622aa7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05bacb73fd1aac22b4df029f92a0664d610575fc5dbcd0bf687ffcebd129786a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-22T01:51:41Z",
    "title_canon_sha256": "cff0b875b52078e1280c94ca33f203473ee1621c3180e6d5ff4080138f979126"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23146",
    "kind": "arxiv",
    "version": 1
  }
}