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On the significance of Markov decision processes

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/bf00992700openalex-snapshot
Transfer of learning by composing solutions of elemental sequential tasks
inferredcites →https://doi.org/10.1016/0004-3702(94)00011-oopenalex-snapshot
Learning to act using real-time dynamic programming
inferredcites →https://doi.org/10.1016/0004-3702(94)00086-gopenalex-snapshot
Planning under time constraints in stochastic domains
inferredcites →https://doi.org/10.1016/0166-2236(95)90004-7openalex-snapshot
Models of information processing in the basal Ganglia
inferredcites →https://doi.org/10.1016/b978-1-55860-377-6.50072-4openalex-snapshot
TD Models: Modeling the World at a Mixture of Time Scales
inferredcites →https://doi.org/10.1016/s0020-7373(77)80038-2openalex-snapshot
Exploring, modelling and controlling discrete sequential environments
inferredcites →https://doi.org/10.1016/s0898-1221(97)90029-8openalex-snapshot
Advances in neural information processing systems 8: Proceedings of the 1995 conference
inferredcites →https://doi.org/10.1016/s0898-1221(98)90499-0openalex-snapshot
Advances in neural information processing systems 9: Proceedings of the 1996 conference
inferredcites →https://doi.org/10.1109/cdc.1997.652501openalex-snapshot
A neuro-dynamic programming approach to retailer inventory management
inferredcites →https://doi.org/10.1126/science.275.5306.1593openalex-snapshot
A Neural Substrate of Prediction and Reward
inferredcites →https://doi.org/10.1145/203330.203343openalex-snapshot
Temporal difference learning and TD-Gammon
inferredcites →https://doi.org/10.1177/105971239700600201openalex-snapshot
Experiments with Reinforcement Learning in Problems with Continuous State and Action Spaces
inferredcites →https://doi.org/10.1512/iumj.1957.6.56038openalex-snapshot
A Markovian Decision Process
inferredcites →https://doi.org/10.17863/cam.132164openalex-snapshot
Learning from Delayed Rewards
inferredcites →https://doi.org/10.3233/icg-1995-18207openalex-snapshot
Temporal Difference Learning and TD-Gammon
inferredcites →https://doi.org/10.48550/arxiv.2501.05407openalex-snapshot
On-line Policy Improvement using Monte-Carlo Search
inferredcites →https://doi.org/10.7551/mitpress/4708.001.0001openalex-snapshot
Models of Information Processing in the Basal Ganglia
inferredcites →https://doi.org/10.7551/mitpress/4708.003.0020openalex-snapshot
A Model of How the Basal Ganglia Generate and Use Neural Signals That Predict Reinforcement

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1109/cec48606.2020.9185652openalex-snapshot
Power Flow Management in Electric Vehicles Charging Station Using Reinforcement Learning
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Adaptive Strategy Formation Under Uncertainty: A Reinforcement Learning Approach to Organizational Learning
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Comparison of reinforcement learning algorithms applied to the cart-pole problem
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Spatial and temporal stability of vision chips including parasitic inductances and capacitances
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Retina implant adjustment with reinforcement learning
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Online Virtual Training in Soft Actor-Critic for Autonomous Driving
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Deep Active Localization
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Exploration-Exploitation Balancing in Reinforcement Learning for Microgrid Scheduling: A Systematic Approach for Fixing Cooling Schedules
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Reinforcement Learning Approaches to Power Management in Grid-tied Microgrids: A Review
inferred← citeshttps://doi.org/10.1109/ssci51031.2022.10022206openalex-snapshot
Increasing attacker engagement on SSH honeypots using semantic embeddings of cyber-attack patterns and deep reinforcement learning
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Cooperative Management for PV/ESS-Enabled Electric Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach
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Cooperative Multiagent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control
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Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems
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Validation of Double Transition Model by Analyzing Reward Distributions
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Keyphrase Extraction using Markov Decision Process from Social Media Data
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Precision Medicine
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modele hybride de reconnaissance de plans pour les patients Alzheimer :
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Sequence Prediction using Recurrent Neural Networks in the Context of Time Series and Information Retrieval Search Sessions
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