Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning | Paper Citation Record

Observation 1ee9623c-c31c-4e23-a74c-f5a65e0d690d · outbound

This paper cites Transition from moderate to excessive drug intake: change in hedonic set point.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Transition from moderate to excessive drug intake: change in hedonic set point

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.958716Z

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Observation 104ed6be-e016-4f93-b67c-22614375d6b5 · outbound

This paper cites Specious reward: a behavioral theory of impulsiveness and impulse control.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Specious reward: a behavioral theory of impulsiveness and impulse control

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.941354Z

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Observation c65434c1-0dba-4e58-89ce-d70b19f8ba2c · outbound

This paper cites Parallel organization of functionally segregated circuits linking basal ganglia and cortex.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Parallel organization of functionally segregated circuits linking basal ganglia and cortex

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.925088Z

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Observation 0f04568a-884a-49ab-b4fc-f06fe1fa6e57 · outbound

This paper cites prefrontal.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning prefrontal

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.910618Z

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Observation 5b462ed6-5529-4f1e-8155-b1022fd1da8a · outbound

This paper cites Steep delay discounting and addictive behavior: A meta-analysis of continuous associations.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Steep delay discounting and addictive behavior: A meta-analysis of continuous associations

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.896953Z

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Observation c9241f2e-37b8-4c60-a36a-8d2ac8f7ed93 · outbound

This paper cites Delay discounting as a transdiagnostic process in psychiatric disorders: A meta-analysis.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Delay discounting as a transdiagnostic process in psychiatric disorders: A meta-analysis

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.883183Z

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Observation 576315fe-4458-4fd8-ad6d-6e5437a71ddd · outbound

This paper cites Is the rostro-caudal axis of the frontal lobe hierarchical? Nature reviews neuroscience, 10 0 (9): 0 659--669, 2009.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Is the rostro-caudal axis of the frontal lobe hierarchical? Nature reviews neuroscience, 10 0 (9): 0 659--669, 2009

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.868963Z

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Observation d750e6b6-748f-4744-9054-f5a0e5bda8d4 · outbound

This paper cites Hierarchical cognitive control deficits following damage to the human frontal lobe.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Hierarchical cognitive control deficits following damage to the human frontal lobe

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.854842Z

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Observation 3c9e9ab8-f642-4400-ae9f-4eb35da1dc36 · outbound

This paper cites Cocaine seeking habits depend upon dopamine-dependent serial connectivity linking the ventral with the dorsal striatum.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Cocaine seeking habits depend upon dopamine-dependent serial connectivity linking the ventral with the dorsal striatum

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.840660Z

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Observation 979fbbfc-bdd8-44a6-a980-37f01746366b · outbound

This paper cites Parallel and interactive learning processes within the basal ganglia: relevance for the understanding of addiction.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Parallel and interactive learning processes within the basal ganglia: relevance for the understanding of addiction

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.826314Z

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Observation 195d853b-3ef2-486c-bce1-074201d5e5e3 · outbound

This paper cites Impulsivity and cigarette smoking: delay discounting in current, never, and ex-smokers.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Impulsivity and cigarette smoking: delay discounting in current, never, and ex-smokers

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.811440Z

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Observation cbdeb4af-bf39-4cc2-92f2-8afb705a335d · outbound

This paper cites Behavioral and neuroeconomics of drug addiction: competing neural systems and temporal discounting processes.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Behavioral and neuroeconomics of drug addiction: competing neural systems and temporal discounting processes

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.796715Z

Source-reported events for the cited work

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Observation bdc07f07-ba79-4890-9540-db9c5319ba8e · outbound

This paper cites The behavioral-and neuro-economic process of temporal discounting: A candidate behavioral marker of addiction.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning The behavioral-and neuro-economic process of temporal discounting: A candidate behavioral marker of addiction

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.783372Z

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Observation bc6e0ebd-71f1-4582-aa4f-12d503d09448 · outbound

This paper cites Hierarchical models of behavior and prefrontal function.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Hierarchical models of behavior and prefrontal function

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.770011Z

Source-reported events for the cited work

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Observation 23b1f778-f55f-4136-bcb6-45767a2619db · outbound

This paper cites Hierarchically organized behavior and its neural foundations: A reinforcement learning perspective.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Hierarchically organized behavior and its neural foundations: A reinforcement learning perspective

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.756024Z

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Observation cc91b4c9-87d3-4f40-bf86-513e8e8d39ab · outbound

This paper cites Dopamine, reinforcement learning, and addiction.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Dopamine, reinforcement learning, and addiction

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.742013Z

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Observation f30e79a0-a7ba-4d68-8fc3-9267bac8f167 · outbound

This paper cites A neurocomputational model for cocaine addiction.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning A neurocomputational model for cocaine addiction

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.728207Z

Source-reported events for the cited work

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Observation cba400c8-c956-41ac-9c86-1fb93ceeb5b8 · outbound

This paper cites Drugs abused by humans preferentially increase synaptic dopamine concentrations in the mesolimbic system of freely moving rats.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Drugs abused by humans preferentially increase synaptic dopamine concentrations in the mesolimbic system of freely moving rats

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.714527Z

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Observation f0402e67-23e1-4ae9-949d-901366e00d89 · outbound

This paper cites Computational evidence for hierarchically structured reinforcement learning in humans.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Computational evidence for hierarchically structured reinforcement learning in humans

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.700601Z

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Observation 27961468-6b01-4108-a3ff-d85f449f7748 · outbound

This paper cites Neural systems of reinforcement for drug addiction: from actions to habits to compulsion.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Neural systems of reinforcement for drug addiction: from actions to habits to compulsion

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.685478Z

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Observation 5cb2eb75-f78d-43a1-92be-e9f344208ab5 · outbound

This paper cites Animal models of addiction.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Animal models of addiction

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.671522Z

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Observation fbe4538b-f47a-4d70-a3fa-3e471d79a0d9 · outbound

This paper cites Model based control can give rise to devaluation insensitive choice.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Model based control can give rise to devaluation insensitive choice

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.657916Z

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Observation 59d828d7-a2dc-49a7-a03a-c959c40d580a · outbound

This paper cites The reinforcing and subjective effects of morphine in post-addicts: a dose-response study.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning The reinforcing and subjective effects of morphine in post-addicts: a dose-response study

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.643178Z

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Observation 3f764e2a-01c9-48d4-8b7e-669e975f38ea · outbound

This paper cites Liking and wanting of drug and non-drug rewards in active cocaine users: the strap-r questionnaire.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Liking and wanting of drug and non-drug rewards in active cocaine users: the strap-r questionnaire

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.629185Z

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Observation 59527da7-c338-4d8e-82d3-666a71dc6a4a · outbound

This paper cites The primate basal ganglia: parallel and integrative networks.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning The primate basal ganglia: parallel and integrative networks

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.615533Z

Source-reported events for the cited work

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Observation ad0f16ee-9995-48d1-8560-662b608e0eeb · outbound

This paper cites Striatonigrostriatal pathways in primates form an ascending spiral from the shell to the dorsolateral striatum.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Striatonigrostriatal pathways in primates form an ascending spiral from the shell to the dorsolateral striatum

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.601336Z

Source-reported events for the cited work

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Observation ed774f24-debb-4f4f-a836-8c3bbc426b5d · outbound

This paper cites Heterarchical reinforcement-learning model for integration of multiple cortico-striatal loops: fmri examination in stimulus-action-reward association learning.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Heterarchical reinforcement-learning model for integration of multiple cortico-striatal loops: fmri examination in stimulus-action-reward association learning

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.587091Z

Source-reported events for the cited work

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Observation dec72bb8-e602-4dc6-8a2f-720d74eced0c · outbound

This paper cites Per-decision option discounting.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Per-decision option discounting

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.573152Z

Source-reported events for the cited work

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Observation 9c6d1405-66aa-4816-8d34-7baab7973c98 · outbound

This paper cites Safe state abstraction and discounting in hierarchical reinforcement learning.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Safe state abstraction and discounting in hierarchical reinforcement learning

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.558003Z

Source-reported events for the cited work

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Observation 12b6845e-b65e-4744-80d5-70c36d9a23bc · outbound

This paper cites Addiction is driven by excessive goal-directed drug choice under negative affect: translational critique of habit and compulsion theory.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Addiction is driven by excessive goal-directed drug choice under negative affect: translational critique of habit and compulsion theory

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.542800Z

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Observation 05cd5a61-420d-43d4-93ea-0f17782751cd · outbound

This paper cites The neural basis of addiction: a pathology of motivation and choice.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning The neural basis of addiction: a pathology of motivation and choice

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.528704Z

Source-reported events for the cited work

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Observation 1d0bdec0-a7fc-419e-9071-6f2fd972bb43 · outbound

This paper cites Imbalanced decision hierarchy in addicts emerging from drug-hijacked dopamine spiraling circuit.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Imbalanced decision hierarchy in addicts emerging from drug-hijacked dopamine spiraling circuit

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.513638Z

Source-reported events for the cited work

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Observation d4a0046b-f3cb-4fe5-8572-6ed7af53c566 · outbound

This paper cites The architecture of cognitive control in the human prefrontal cortex.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning The architecture of cognitive control in the human prefrontal cortex

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.499664Z

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Observation 893cb632-e3be-4379-a30d-ca57d3a970c6 · outbound

This paper cites Neurobiology of addiction.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Neurobiology of addiction

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.485220Z

Source-reported events for the cited work

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Observation e78fb074-c5c1-4a91-bd3e-e9317c902e84 · outbound

This paper cites Cost-benefit arbitration between multiple reinforcement-learning systems.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Cost-benefit arbitration between multiple reinforcement-learning systems

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.471642Z

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Observation 0f4144fe-1ae0-48a4-9012-c157a967ed9d · outbound

This paper cites Doing what’s not wanted: Conflict in incentives and misallocation of behavioural control can lead to drug-seeking despite adverse outcomes.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Doing what’s not wanted: Conflict in incentives and misallocation of behavioural control can lead to drug-seeking despite adverse outcomes

Reference 36

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Observation e3d7d5f0-6b1e-42b5-8520-613eab68e127 · outbound

This paper cites The role of serotonin in the regulation of patience and impulsivity.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning The role of serotonin in the regulation of patience and impulsivity

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.457155Z

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Observation adeed8d3-4cc2-40e3-ac5b-19e906f66b5f · outbound

This paper cites The role of serotonin in drug use and addiction.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning The role of serotonin in drug use and addiction

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.442491Z

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Observation b9daa73c-0263-487d-b935-dfc06158e45b · outbound

This paper cites Delay discounting of money and alcohol in actively using alcoholics, currently abstinent alcoholics, and controls.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Delay discounting of money and alcohol in actively using alcoholics, currently abstinent alcoholics, and controls

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.427971Z

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Observation 72fe4376-b859-4bf1-91b5-146570015c90 · outbound

This paper cites Individual differences in nucleus accumbens dopamine receptors predict development of addiction-like behavior: a computational approach.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Individual differences in nucleus accumbens dopamine receptors predict development of addiction-like behavior: a computational approach

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.413051Z

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Observation 8d2b4fc6-f935-4644-bf22-fcc3dfb9c608 · outbound

This paper cites Temporal abstraction in reinforcement learning.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Temporal abstraction in reinforcement learning

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.398096Z

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Observation 6de393fc-6e1d-4e49-aa0a-544188cd243a · outbound

This paper cites Commitment, choice and self-control 1.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Commitment, choice and self-control 1

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.383667Z

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Observation 25c1466d-56e9-4302-8085-aaa721c5cc14 · outbound

This paper cites Addiction as a computational process gone awry.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Addiction as a computational process gone awry

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.368781Z

Source-reported events for the cited work

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Observation f766ee19-45b4-4be3-ad3a-841c3967ea13 · outbound

This paper cites Delay discounting, impulsiveness, and addiction severity in opioid-dependent patients.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Delay discounting, impulsiveness, and addiction severity in opioid-dependent patients

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.353090Z

Source-reported events for the cited work

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Observation f3e404fc-7de2-4f1a-b1db-bec09f0d1ecc · outbound

This paper cites Potential vulnerabilities of neuronal reward, risk, and decision mechanisms to addictive drugs.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Potential vulnerabilities of neuronal reward, risk, and decision mechanisms to addictive drugs

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.337398Z

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Observation cb90735d-550c-40ab-87e3-dd634011f448 · outbound

This paper cites A neural substrate of prediction and reward.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning A neural substrate of prediction and reward

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.323220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6b727b86-f025-4e16-97d8-7a7d81051b0a · outbound

This paper cites Low-serotonin levels increase delayed reward discounting in humans.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Low-serotonin levels increase delayed reward discounting in humans

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.308823Z

Source-reported events for the cited work

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Observation d8910cff-3bac-4095-9746-ab0aabe9da02 · outbound

This paper cites Cruz, Kenway Louie, Daniel McNamee, and Joseph J.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Cruz, Kenway Louie, Daniel McNamee, and Joseph J

Reference 48

Resolution: verified exact; doi, observed 2026-08-07T10:45:55.114669Z

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Observation c229f960-1505-47ca-8646-a0552f46c60e · outbound

This paper cites Implicit cognition and addiction: a tool for explaining paradoxical behavior.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Implicit cognition and addiction: a tool for explaining paradoxical behavior

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.293535Z

Source-reported events for the cited work

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Observation 19d30278-21b8-47f8-9a34-48f136a17eba · outbound

This paper cites Dyna, an integrated architecture for learning, planning, and reacting.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Dyna, an integrated architecture for learning, planning, and reacting

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T10:45:55.063045Z

Source-reported events for the cited work

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Observation a2b2897e-2842-473e-8094-31c7cfa78037 · outbound

This paper cites Reinforcement learning: an introduction mit press.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Reinforcement learning: an introduction mit press

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.267756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ae6ace2-2d51-4cea-8a59-256c8b4ddef9 · outbound

This paper cites Silencing the critics: understanding the effects of cocaine sensitization on dorsolateral and ventral striatum in the context of an actor/critic model.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Silencing the critics: understanding the effects of cocaine sensitization on dorsolateral and ventral striatum in the context of an actor/critic model

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.252169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a80d1a2f-f3f6-4293-8a86-15d60f167c02 · outbound

This paper cites Hierarchies of planning and reinforcement learning for robot navigation.

Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning Hierarchies of planning and reinforcement learning for robot navigation

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:45:55.236977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers