Program to find the optimal value (V ∗ ) for each state in a small grid-world, implemented (in C++) with the Value Iteration algorithm.
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Jul 25, 2020 - C++
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value-iteration
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A simple machine learning library for C++
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Aug 12, 2024 - C++
A 15-puzzle solver using Reinforcement Learning in C++
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Jun 1, 2024 - C++
A reinforcement learning framework for the game of Nim.
reinforcement-learning
q-learning
dqn
sarsa
dynamic-programming
policy-iteration
value-iteration
expected-sarsa
monte-carlo-methods
double-q-learning
temporal-difference-learning
double-sarsa
double-expected-sarsa
n-step-bootstrapping
n-step-sarsa
n-step-expected-sarsa
off-policy-n-step-sarsa
off-policy-n-step-expected-sarsa
n-step-tree-backup
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Nov 21, 2020 - C++
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Sep 21, 2019 - C++
A POMDP solver using Littman-Cassandra's Witness algorithm.
reinforcement-learning
cpp
linear-programming
artificial-intelligence
pomdps
mdps
value-iteration
mdp-model
random-pomdp-generator
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May 31, 2021 - C++
High Performance Map Matching with Markov Decision Processes (MDPs) and Hidden Markov Models (HMMs).
reinforcement-learning
graph
graph-algorithms
openstreetmap
gps
gis
q-learning
map-matching
dynamic-programming
hidden-markov-model
markov-decision-processes
policy-iteration
value-iteration
viterbi
hidden-markov-models
matching-algorithm
viterbi-hmm
map-match
markov-decision-process
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Nov 7, 2024 - C++
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