Pith Number

pith:F2SKHER4

pith:2020:F2SKHER4BOF4DYNNYTU2G2HEUB

not attested not anchored not stored refs pending

Reinforcement Learning with Videos: Combining Offline Observations with Interaction

Chelsea Finn, Karl Schmeckpeper, Kostas Daniilidis, Oleh Rybkin, Sergey Levine

arxiv:2011.06507 v2 · 2020-11-12 · cs.LG · cs.AI · cs.CV · cs.RO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F2SKHER4BOF4DYNNYTU2G2HEUB}

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

6 papers in Pith

Reinforcement Learning from Cross-domain Videos with Video Prediction Model

Dual Hierarchical Dialogue Policy Learning for Legal Inquisitive Conversational Agents

Learning Interactive Real-World Simulators

Dual Hierarchical Dialogue Policy Learning for Legal Inquisitive Conversational Agents

VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training

Receipt and verification

First computed	2026-07-05T03:29:14.537715Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ea4a3923c0b8bc1e1adc4e9a368e4a07e190fc1359f217048fae4a92784ca37

Aliases

arxiv: 2011.06507 · arxiv_version: 2011.06507v2 · doi: 10.48550/arxiv.2011.06507 · pith_short_12: F2SKHER4BOF4 · pith_short_16: F2SKHER4BOF4DYNN · pith_short_8: F2SKHER4

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/F2SKHER4BOF4DYNNYTU2G2HEUB \
  | 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: 2ea4a3923c0b8bc1e1adc4e9a368e4a07e190fc1359f217048fae4a92784ca37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ced5af5ecc59abe8a126d2a22fcf8e512356ae959373756b5b4ba813e7ab7fc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-12T17:15:48Z",
    "title_canon_sha256": "f46356e47934f592824e106e80d5ad04b811fc41c598389690e72bc4013e7343"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.06507",
    "kind": "arxiv",
    "version": 2
  }
}