Pith Number

pith:D2UXJSDE

pith:2024:D2UXJSDEYLSDHWJOT73SEK4Z4Z

not attested not anchored not stored refs pending

Retrieval-Augmented Decision Transformer: External Memory for In-context RL

Fabian Paischer, Markus Hofmarcher, Razvan Pascanu, Sepp Hochreiter, Thomas Schmied, Vihang Patil

arxiv:2410.07071 v3 · 2024-10-09 · 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{D2UXJSDEYLSDHWJOT73SEK4Z4Z}

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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

BiTrajDiff: Bidirectional Trajectory Generation with Diffusion Models for Offline Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:52:57.052167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ea974c864c2e433d92e9ff7222b99e65e3e9aa2544b19cdac4382db3eb80365

Aliases

arxiv: 2410.07071 · arxiv_version: 2410.07071v3 · doi: 10.48550/arxiv.2410.07071 · pith_short_12: D2UXJSDEYLSD · pith_short_16: D2UXJSDEYLSDHWJO · pith_short_8: D2UXJSDE

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/D2UXJSDEYLSDHWJOT73SEK4Z4Z \
  | 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: 1ea974c864c2e433d92e9ff7222b99e65e3e9aa2544b19cdac4382db3eb80365

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c7cb41f07e14625dcc62ea100329995dc0fe3db68d2b9478f37fca5d6e0695b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-09T17:15:30Z",
    "title_canon_sha256": "5f66efd05946a373d076c90a437bf0addda4ed178ca0615f13ab42fef2e6bf0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07071",
    "kind": "arxiv",
    "version": 3
  }
}