Pith. sign in
Pith Number

pith:ZWKN4UW2

pith:2024:ZWKN4UW2QH3ZX54KMG3HMB6WGM
not attested not anchored not stored refs pending

TEA: Trajectory Encoding Augmentation for Robust and Transferable Policies in Offline Reinforcement Learning

Bat{\i}kan Bora Ormanc{\i}, Phillip Swazinna, Steffen Udluft, Thomas A. Runkler

arxiv:2411.19133 v2 · 2024-11-28 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZWKN4UW2QH3ZX54KMG3HMB6WGM}

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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T10:05:14.942289Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cd94de52da81f79bf78a61b67607d6333795813e600eb6525e9d50eb87206b06

Aliases

arxiv: 2411.19133 · arxiv_version: 2411.19133v2 · doi: 10.48550/arxiv.2411.19133 · pith_short_12: ZWKN4UW2QH3Z · pith_short_16: ZWKN4UW2QH3ZX54K · pith_short_8: ZWKN4UW2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZWKN4UW2QH3ZX54KMG3HMB6WGM \
  | 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: cd94de52da81f79bf78a61b67607d6333795813e600eb6525e9d50eb87206b06
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "faa3abc38ce8e26a843e6d4e35032f669ebf10a5d440aeaff6b2095397f6c5f7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-28T13:34:15Z",
    "title_canon_sha256": "e3eea94f3ff4d1ffb09428d904c6dfbfbb9fc728a343b337b3d773dafe010d1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19133",
    "kind": "arxiv",
    "version": 2
  }
}