Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T13:49:22.597415Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2411.15891.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T13:49:22.597415Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
74 of 74 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e5730b2e-a828-47f9-9db7-50efc51751c9 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Constrained Markov decision processes
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12300fe1-1be6-40ad-bd72-40d9bbc8c343 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Routledge, 2013
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8a77f1bf-fc4b-4949-9143-1e0469e68530 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Reward, motivation, and reinforcement learning
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation fe8d358f-6622-41e2-b030-a2414705ac9f · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards A Survey of Vision-Language Pre-Trained Models
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4de2b189-1c2e-4e41-86c5-025e47a03736 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Guiding pretraining in reinforcement learning with large language models
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16a60ee7-862c-4707-835e-dee2b3826ad0 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Challenges of Real-World Reinforcement Learning
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3409a428-f6ae-4849-ab2d-9f4df05da5d4 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Minedojo: Building open-ended embodied agents with internet-scale knowledge
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d037a2e5-923a-4859-88e1-d7251c096643 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Policy shaping: Integrating human feedback with reinforcement learning
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0c32622-99b0-4e7f-a7e5-24d5a1210185 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Benchmarking the Spectrum of Agent Capabilities
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7249f65d-f425-41c1-9887-bbb3f57e0980 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Using reward machines for high-level task specification and decomposition in reinforcement learning
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f91fc658-83e0-4206-95f5-6305ac82f773 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Large language models are zero-shot reasoners
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e52a120c-1d04-4860-9bba-02ba5df35fda · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Reward Design with Language Models
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4b6bb14-1776-43a9-af9c-09b861b19979 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Deep Reinforcement Learning: An Overview
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 936a3f44-63da-45ab-8f05-074f56abeed3 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06679766-064e-43be-99eb-09c151dedb3f · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Eureka: Human-Level Reward Design via Coding Large Language Models
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c36864a1-fc4f-445c-8588-33f21e9b297c · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Policy invariance under reward transfor- mations: Theory and application to reward shaping
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d38c55d-13b2-406e-8a4e-8be5b3cbafaa · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Generative agents: Interactive simulacra of human behavior
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f27520aa-6c16-492c-bb19-499631754dc9 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Proximal Policy Optimization Algorithms
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce3d7bed-052d-4a40-8067-94b8f74de25c · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Common-sense and scientific interpretation of human action
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 264f7a10-4f8d-44d6-95b7-44060dedf42a · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Defining and characterizing reward gaming
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e28a564e-f73d-4722-837f-ed08c3bcc499 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Adaplanner: Adaptive planning from feedback with language models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8df67df2-7f27-4c70-9d24-1e2a7b942df1 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Voyager: An Open-Ended Embodied Agent with Large Language Models
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67912c35-e889-4121-a4da-9fae28b5ad30 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Adapting LLM Agents with Universal Feedback in Communication
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3ceab26-fdc6-43c5-b71d-a11be1351dd8 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Read and reap the rewards: Learning to play atari with the help of instruction manuals
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1af16bc7-5f2b-4aa0-b907-dcc65a32a5ca · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Spring: Studying papers and reasoning to play games
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 13a21f45-de4b-420e-a84c-c2dadda6046d · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards The Rise and Potential of Large Language Model Based Agents: A Survey
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b27f341-6dba-45e7-bff7-c4c47ed1846c · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Language models meet world models: Embodied experiences enhance language models
Reference 27
Source-reported events for the cited work
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Observation e10fc02c-5a48-4546-9eb0-6ef2a4909a80 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Text2Reward: Reward Shaping with Language Models for Reinforcement Learning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ea22727-e5cb-4801-964e-7cb077289ecc · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards OMNI: Open-endedness via Models of human Notions of Interestingness
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efa46d08-1148-460f-9781-6f35a2d6a8a4 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a74a080-8481-4c52-82ff-6f8a93feb884 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 46a8fe70-3469-4916-90d0-81478148b121 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 32
Source-reported events for the cited work
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Observation 7b929018-5046-4546-b087-aa7c99c0b3f6 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 33
Source-reported events for the cited work
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Observation e621dc82-1499-403e-9df5-4014b9563a5a · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 34
Source-reported events for the cited work
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Observation 6d685bb7-6749-4618-84e8-8eb7bd3161b2 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 35
Source-reported events for the cited work
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Observation 66474603-aa76-4732-a49b-5a0f34c193e7 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 36
Source-reported events for the cited work
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Observation d9a7c310-31e7-48f7-9b94-ddd5cc33ef07 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 37
Source-reported events for the cited work
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Observation 3fe177cc-efbc-44ba-8641-11f028878161 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 38
Source-reported events for the cited work
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Observation 41c1f031-09b0-43be-aba5-18972c6e6f80 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 39
Source-reported events for the cited work
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Observation 3b50d6bb-ab1e-4b4b-ae2f-f1e391e5fd38 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 40
Source-reported events for the cited work
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Observation fde7b0de-3a64-4066-a508-30610fab0051 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 41
Source-reported events for the cited work
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Observation 00e9ad08-24d0-4348-8a51-8fe3b303c352 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 42
Source-reported events for the cited work
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Observation 83dbc9e3-3687-4fe2-8559-7c95b456ca8b · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 43
Source-reported events for the cited work
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Observation bebd3f05-7696-4be3-98cb-e1761a8ffe6a · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 44
Source-reported events for the cited work
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Observation ea5ee6bc-b48d-4bc2-aa8a-b9bd9933e8e1 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 45
Source-reported events for the cited work
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Observation d4f4f4de-532b-4e11-beb4-92af02666f2b · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards sleeping
Reference 46
Source-reported events for the cited work
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Observation 45878069-6aeb-412c-b3db-74664c42074b · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 47
Source-reported events for the cited work
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Observation 6cc88eea-2c4c-4a40-b288-702100e5d486 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 48
Source-reported events for the cited work
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Observation 200f1df5-ddd4-430d-bc27-a8a99db98d7b · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Successfully collected iron from the grid directly to the right of the player, converting it from an iron() to path(), without affecting other attributes or nearby grids
Reference 49
Source-reported events for the cited work
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Observation f9966044-20dc-4c3f-af9d-aaaa34cd449f · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 50
Source-reported events for the cited work
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Observation 6b64fc6c-d066-4048-97cd-b2cce6abe3be · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 51
Source-reported events for the cited work
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Observation 2f633399-fdb2-4d51-87d3-ec9d321080ae · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 52
Source-reported events for the cited work
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Observation b4391285-1389-4f95-b3fe-0280b6d1a2c7 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 53
Source-reported events for the cited work
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Observation 347fa5f9-e611-494b-a1df-64d30fd70e28 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 54
Source-reported events for the cited work
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Observation e4618e09-9713-4090-b117-68114f72c6cb · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 55
Source-reported events for the cited work
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Observation 508d8b72-78b6-41ea-8b47-240babd5e45b · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 56
Source-reported events for the cited work
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Observation 641a49b5-e437-4936-98cf-bf6262ee6027 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 57
Source-reported events for the cited work
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Observation 282bf817-c163-4a6a-846d-b49d62b415e2 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 58
Source-reported events for the cited work
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Observation f3eb0622-46cf-4bb7-b3d6-0cb8a6326d3a · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 59
Source-reported events for the cited work
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From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 60
Source-reported events for the cited work
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Observation 52098a18-0407-4a57-b008-b4c58db2395c · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 61
Source-reported events for the cited work
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Observation e0921cda-c1f5-432e-b86a-be8f930aedc6 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 62
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Observation bd99934c-0bef-4d82-88fb-052bc0b489cd · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 63
Source-reported events for the cited work
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Observation e31ce025-e848-48d6-92c3-c051183bf464 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 64
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Observation 90dab58b-7474-4a12-802a-47ba440a0ac5 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 65
Source-reported events for the cited work
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Observation 6bb94166-6052-4d3f-a10f-4fcf1115e681 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 66
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Observation d37fd1cd-cf5d-4132-ae7a-26a3f7f9c666 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 67
Source-reported events for the cited work
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Observation 954c261e-7907-4cb0-9b76-65439a5224f4 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 68
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Observation 2d74857a-7325-4476-8f28-ba68a212a0ec · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 69
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Observation c467ebd5-cbd9-487b-a035-2a2dc58c5679 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 70
Source-reported events for the cited work
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Observation c5ceb2f5-480c-40f3-931d-02b6243b41ff · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 71
Source-reported events for the cited work
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Observation b401951b-4a44-41c7-ba1a-a4cfc9ad7d49 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 72
Source-reported events for the cited work
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Observation 831c091e-1f53-4432-b106-10e4be9b3718 · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 73
Source-reported events for the cited work
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Observation 85c5164e-2f7a-4d30-8605-cac959ef08ba · outbound
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards Unresolved cited work
Reference 74
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No inbound Pith citation observations are available.