Pith Number

pith:DWN6HTEF

pith:2014:DWN6HTEF2H7BB2MZUCEQWJNX6H

not attested not anchored not stored refs pending

Reinforcement and Imitation Learning via Interactive No-Regret Learning

J. Andrew Bagnell, Stephane Ross

arxiv:1406.5979 v1 · 2014-06-23 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DWN6HTEF2H7BB2MZUCEQWJNX6H}

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

8 papers in Pith

Learning Belief Representations for Imitation Learning in POMDPs

State-Conditional Adversarial Learning: An Off-Policy Visual Domain Transfer Method for End-to-End Imitation Learning

Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning

Revisiting DAgger in the Era of LLM-Agents

Provable imitation learning for control of instability in partially-observed Vlasov--Poisson equations

Receipt and verification

First computed	2026-05-18T02:49:10.371959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d9be3cc85d1fe10e999a0890b25b7f1c4b149450c07e23ac736e4be2ade9070

Aliases

arxiv: 1406.5979 · arxiv_version: 1406.5979v1 · doi: 10.48550/arxiv.1406.5979 · pith_short_12: DWN6HTEF2H7B · pith_short_16: DWN6HTEF2H7BB2MZ · pith_short_8: DWN6HTEF

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/DWN6HTEF2H7BB2MZUCEQWJNX6H \
  | 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: 1d9be3cc85d1fe10e999a0890b25b7f1c4b149450c07e23ac736e4be2ade9070

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "773da57c646aecc83fceade487abd5c97e02a078e76483ddc1082821dadbf790",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-06-23T17:00:28Z",
    "title_canon_sha256": "d2a973a8917376ff45ba850aba10203e6a35e4a73c5b1435ebaf46ce82c80f8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1406.5979",
    "kind": "arxiv",
    "version": 1
  }
}