Pith Number

pith:R6V7D6HD

pith:2021:R6V7D6HDWMLTBQPZJNZQY46YYL

not attested not anchored not stored refs pending

Adaptive Rational Activations to Boost Deep Reinforcement Learning

Alejandro Molina, Kristian Kersting, Martin Mundt, Patrick Schramowski, Quentin Delfosse

arxiv:2102.09407 v5 · 2021-02-18 · 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{R6V7D6HDWMLTBQPZJNZQY46YYL}

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

Rational Sparse Autoencoder

Activation Function Design Sustains Plasticity in Continual Learning

Beyond Single-Model Optimization: Preserving Plasticity in Continual Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:56:43.561673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8fabf1f8e3b31730c1f94b730c73d8c2f9872b59a563a43ad6713c299509b17a

Aliases

arxiv: 2102.09407 · arxiv_version: 2102.09407v5 · doi: 10.48550/arxiv.2102.09407 · pith_short_12: R6V7D6HDWMLT · pith_short_16: R6V7D6HDWMLTBQPZ · pith_short_8: R6V7D6HD

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/R6V7D6HDWMLTBQPZJNZQY46YYL \
  | 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: 8fabf1f8e3b31730c1f94b730c73d8c2f9872b59a563a43ad6713c299509b17a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50875964b95b2d86ceb2843dfd8d7a8e4f082433b8bfb0f076ba0b5918eaa0fa",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-18T14:53:12Z",
    "title_canon_sha256": "0b85861dabaab5f1eaab15a496eb2b00aeaf39df5869b1cfffac6f6d2dd76fdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.09407",
    "kind": "arxiv",
    "version": 5
  }
}