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policy-gradient

Here are 5 public repositories matching this topic...

greydanus / rlzoo

A central location for my reinforcement learning experiments

reinforcement-learning minimal notebook tensorflow openai-gym policy-gradient pong-game

Updated Nov 2, 2016
Jupyter Notebook

Prakhar-FF13 / Reinforcement-Learning-With-Python

Reinforcement Learning Notebooks

machine-learning reinforcement-learning deep-learning monte-carlo deep-reinforcement-learning policy-gradient policy-evaluation markov-decision-processes policy-iteration value-iteration actor-critic deep-q-learning temporal-differencing-learning cross-entropy-method

Updated Mar 31, 2019
Python

mohith-sakthivel / learn_rl_notebook

Code for some fun exercises in the textbook 'Reinforcement Learning - An Introduction'

reinforcement-learning policy-gradient cartpole mountain-car policy-evaluation workbook policy-iteration rl-algorithms rich-sutton-textbook-examples

Updated Jun 7, 2020
Jupyter Notebook

TanushGoel / Atari-Games-RL

a collection of python notebooks using RL agents to play Atari games in OpenAI gym environments

reinforcement-learning monte-carlo q-learning policy-gradient atari-games actor-critic-methods temporal-difference state-value-function policy-based-method

Updated Jun 4, 2020
Jupyter Notebook

bmarroc / reinforcement-learning

Jupyter notebooks implementing Reinforcement Learning algorithms in Numpy and Tensorflow

monte-carlo q-learning epsilon-greedy policy-gradient sarsa dynamic-programming tdl policy-evaluation markov-decision-processes policy-iteration function-approximation bellman-equation policy-improvement

Updated Sep 1, 2023
Jupyter Notebook

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