Pith Number

pith:DHXV4AWE

pith:2023:DHXV4AWEK4G4VTNZK6LEMBZI3J

not attested not anchored not stored refs pending

Replay Buffer with Local Forgetting for Adapting to Local Environment Changes in Deep Model-Based Reinforcement Learning

Ali Rahimi-Kalahroudi, Harm van Seijen, Ida Momennejad, Janarthanan Rajendran, Sarath Chandar

arxiv:2303.08690 v2 · 2023-03-15 · 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{DHXV4AWEK4G4VTNZK6LEMBZI3J}

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	2026-07-05T06:54:53.920806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19ef5e02c4570dcacdb95796460728da6554926ecfd6f58b8b2d96a9f821a9c0

Aliases

arxiv: 2303.08690 · arxiv_version: 2303.08690v2 · doi: 10.48550/arxiv.2303.08690 · pith_short_12: DHXV4AWEK4G4 · pith_short_16: DHXV4AWEK4G4VTNZ · pith_short_8: DHXV4AWE

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/DHXV4AWEK4G4VTNZK6LEMBZI3J \
  | 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: 19ef5e02c4570dcacdb95796460728da6554926ecfd6f58b8b2d96a9f821a9c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b631857e6d078f552c3fa8d1fe0a1106d7efc4ff982f7e67da70ad2bd34a51fc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-15T15:21:26Z",
    "title_canon_sha256": "8a00a7792633b8a1d60b510b5c666c4b1a1827f817eb6ef56d7cda45c27b99f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.08690",
    "kind": "arxiv",
    "version": 2
  }
}