Python package for the simulation and estimation of a prototypical infinite-horizon dynamic discrete choice model based on Rust (1987)
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Mar 3, 2023 - Python
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markov-decision-process
Here are 14 public repositories matching this topic...
A fast solver for Markov Decision Processes
reinforcement-learning optimization solver predictive-maintenance markov-decision-process decision-process
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May 30, 2025 - Python
Implementations of methods in book <Reinforcement Learning: an introduction> by Sutton Barto, using Python.
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Aug 4, 2022 - Python
A Yahtzee-solving python package and command line tool
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Aug 19, 2022 - Python
MDPs solved using Value Iteration and Linear Programming
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Apr 11, 2019 - Python
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Mar 14, 2019 - Python
Deterministic hex-grid soccer environment with two adversarial agents. Implements Q-Learning, Minimax-Q (via LP), and Belief-Q with online belief updates; trains in SE2G/SE6G to reduce state space and evaluates behaviors in the full environment with comprehensive visualizations.
reinforcement-learning linear-programming q-learning game-theory markov-games markov-decision-process multi-agent-rl adversarial-rl minimax-q belief-q state-space-reduction
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Sep 28, 2024 - Python
Analyses, experiments, and evaluations for the TrialMDP method
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Sep 11, 2022 - Python
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Jan 16, 2025 - Python
First Reinforcement Learning practical work in my Data Science specialization course.
python data-science machine-learning practice reinforcement-learning practice-project markov-decision-process
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Aug 21, 2021 - Python
Q-Learning Implementation for Process Optimization A reinforcement learning project that calculates the shortest route between locations using the Q-Learning algorithm. This code demonstrates how AI can optimize processes in a simulated environment with predefined states and rewards. 🚀
python machine-learning reinforcement-learning q-learning artificial-intelligence dynamic-programming pathfinding-algorithms route-optimization shortest-path-algorithm reward-systems process-optimization temporal-difference-learning markov-decision-process ai-in-operations state-transition-models
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Jan 19, 2025 - Python
BRTDP implemented including DS-MPI for upper bound
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Mar 4, 2020 - Python
Machine-learning application in path finding using the n-step TD(lambda) algorithm
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Jan 23, 2021 - Python
Stanford-CS221 class practical's, Assignments and projects
games logic cypher bayesian-networks minimax-algorithm dijkstra-algorithm stochastic-gradient-descent uniform-cost-search cartracker markov-decision-process
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Jul 15, 2025 - Python
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