{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2012:MOJVD35AVFEHJLNJFLKP357M37","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"051f6360b4e2afe9c47dfedf2ea9120ca135ab6fa92e942823f671c39027958d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2012-10-19T15:05:51Z","title_canon_sha256":"2a1a2dbe00670812a6a50119ee740b997390b1fd540a2b385b327d73b2aea2cf"},"schema_version":"1.0","source":{"id":"1212.2482","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1212.2482","created_at":"2026-05-18T03:38:44Z"},{"alias_kind":"arxiv_version","alias_value":"1212.2482v1","created_at":"2026-05-18T03:38:44Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1212.2482","created_at":"2026-05-18T03:38:44Z"},{"alias_kind":"pith_short_12","alias_value":"MOJVD35AVFEH","created_at":"2026-05-18T12:27:14Z"},{"alias_kind":"pith_short_16","alias_value":"MOJVD35AVFEHJLNJ","created_at":"2026-05-18T12:27:14Z"},{"alias_kind":"pith_short_8","alias_value":"MOJVD35A","created_at":"2026-05-18T12:27:14Z"}],"graph_snapshots":[{"event_id":"sha256:395b81d37d3a2c648f06e4bb35bb646b358bc06afee937e271407de3d82e4b44","target":"graph","created_at":"2026-05-18T03:38:44Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"This paper examines a number of solution methods for decision processes with     non-Markovian rewards (NMRDPs). They all exploit a temporal logic specification     of the reward function to automatically translate the NMRDP into an equivalent     Markov decision process (MDP) amenable to well-known MDP solution methods. They     differ however in the representation of the target MDP and the class of MDP     solution methods to which they are suited. As a result, they adopt different     temporal logics and different translations. Unfortunately, no implementation of     these methods nor exper","authors_text":"Charles Gretton, David Price, Sylvie Thiebaux","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2012-10-19T15:05:51Z","title":"Implementation and Comparison of Solution Methods for Decision Processes with Non-Markovian Rewards"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1212.2482","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:9c8e854e9d966d390c2e90fcc12b786c4629c8909b3ea75a832fbbea49be8957","target":"record","created_at":"2026-05-18T03:38:44Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"051f6360b4e2afe9c47dfedf2ea9120ca135ab6fa92e942823f671c39027958d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2012-10-19T15:05:51Z","title_canon_sha256":"2a1a2dbe00670812a6a50119ee740b997390b1fd540a2b385b327d73b2aea2cf"},"schema_version":"1.0","source":{"id":"1212.2482","kind":"arxiv","version":1}},"canonical_sha256":"639351efa0a94874ada92ad4fdf7ecdff7193e94ac263a03594d67a9c44734c5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"639351efa0a94874ada92ad4fdf7ecdff7193e94ac263a03594d67a9c44734c5","first_computed_at":"2026-05-18T03:38:44.658925Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T03:38:44.658925Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"lq46i2Lqmd2lpK7pcTmi79x5cR4vkrtG0Zldbr2gouE7i5N5cPG38pPgidtwJs/Wy7ufwiCSMPwdV/vj4PBtDA==","signature_status":"signed_v1","signed_at":"2026-05-18T03:38:44.659535Z","signed_message":"canonical_sha256_bytes"},"source_id":"1212.2482","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:9c8e854e9d966d390c2e90fcc12b786c4629c8909b3ea75a832fbbea49be8957","sha256:395b81d37d3a2c648f06e4bb35bb646b358bc06afee937e271407de3d82e4b44"],"state_sha256":"984e6940a9fbaa62717939c467a36aad2a2fe39136dd66240c6984583b0ebf10"}