Pith Number

pith:YOJW7Y3O

pith:2022:YOJW7Y3OE65D7SXXPCIZJIFKDI

not attested not anchored not stored refs pending

Does Zero-Shot Reinforcement Learning Exist?

Ahmed Touati, J\'er\'emy Rapin, Yann Ollivier

arxiv:2209.14935 v2 · 2022-09-29 · 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{YOJW7Y3OE65D7SXXPCIZJIFKDI}

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

When Dynamics Shift, Robust Task Inference Wins: Offline Imitation Learning with Behavior Foundation Models Revisited

Spectral Alignment in Forward-Backward Representations via Temporal Abstraction

Improving Zero-Shot Offline RL via Behavioral Task Sampling

Receipt and verification

First computed	2026-07-05T05:47:04.118327Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3936fe36e27ba3fcaf7789194a0aa1a30e46e6d3b1e0f963543c16b8297b70d

Aliases

arxiv: 2209.14935 · arxiv_version: 2209.14935v2 · doi: 10.48550/arxiv.2209.14935 · pith_short_12: YOJW7Y3OE65D · pith_short_16: YOJW7Y3OE65D7SXX · pith_short_8: YOJW7Y3O

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/YOJW7Y3OE65D7SXXPCIZJIFKDI \
  | 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: c3936fe36e27ba3fcaf7789194a0aa1a30e46e6d3b1e0f963543c16b8297b70d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8b8938eb754d35a8435e72ef855bc33b2ee0e6d9b54cc2398d037a851651322",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-29T16:54:05Z",
    "title_canon_sha256": "d21237c6ee638ae0e10d321108dfb628adf41b98e98fa54fb37667fe5be1c1c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.14935",
    "kind": "arxiv",
    "version": 2
  }
}