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13

116

apache-2.0

4

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

c51 dqn sac td3 ddpg sarsa noisy-dqn nstep-dqn reinforce double-dqn q-learning dueling-dqn actor-critic paddlepaddle policy-gradient value-iteration policy-iteration reinforcement-learning policy-gradient-with-baseline

Created 2021-03-21

24 commits to main branch, last one 2 years ago

15

47

other

3

Reinforcement Learning Short Course

offline-rl q-learning ridesharing deep-q-network model-based-rl policy-gradient value-iteration policy-iteration fitted-q-iteration dynamic-programming monte-carlo-methods policy-based-method off-policy-evaluation reinforcement-learning markov-decision-processes order-dispatch-recommendation temporal-differencing-learning

Created 2023-02-07

87 commits to main branch, last one about a month ago

7

35

agpl-3.0

5

High Performance Map Matching with Markov Decision Processes (MDPs) and Hidden Markov Models (HMMs).

gis gps graph viterbi map-match q-learning viterbi-hmm map-matching openstreetmap value-iteration graph-algorithms policy-iteration matching-algorithm dynamic-programming hidden-markov-model hidden-markov-models reinforcement-learning markov-decision-process markov-decision-processes

Created 2021-10-12

83 commits to main branch, last one 8 months ago