Pith Number

pith:DEZN4FAC

pith:2020:DEZN4FAC2H6J3TV2VV37AX5UWF

not attested not anchored not stored refs pending

Automatic Curriculum Learning For Deep RL: A Short Survey

C\'edric Colas, Katja Hofmann, Lilian Weng, Pierre-Yves Oudeyer, R\'emy Portelas

arxiv:2003.04664 v2 · 2020-03-10 · cs.LG · cs.AI · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DEZN4FAC2H6J3TV2VV37AX5UWF}

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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

5 papers in Pith

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning

Meta-Learning and Meta-Reinforcement Learning -- Tracing the Path towards DeepMind's Adaptive Agent

CurEvo: Curriculum-Guided Self-Evolution for Video Understanding

Improving Zero-Shot Offline RL via Behavioral Task Sampling

PACE: Parameter Change for Unsupervised Environment Design

Receipt and verification

First computed	2026-07-05T01:06:33.381107Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1932de1402d1fc9dcebaad77f05fb4b16f2d86cf1395745cd24fe6156cc69f6f

Aliases

arxiv: 2003.04664 · arxiv_version: 2003.04664v2 · doi: 10.48550/arxiv.2003.04664 · pith_short_12: DEZN4FAC2H6J · pith_short_16: DEZN4FAC2H6J3TV2 · pith_short_8: DEZN4FAC

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/DEZN4FAC2H6J3TV2VV37AX5UWF \
  | 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: 1932de1402d1fc9dcebaad77f05fb4b16f2d86cf1395745cd24fe6156cc69f6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06acc9c1363ad76b99c2cc527e7551ed61e9dc6383f3f576f9ff9c023a34e064",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-10T12:38:31Z",
    "title_canon_sha256": "9d2273b60f9367e0186dcf4b24016c2185cf4b723af98dffe9c9a672b2df6065"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.04664",
    "kind": "arxiv",
    "version": 2
  }
}