frozenlake
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Reinforcing Your Learning of Reinforcement Learning
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Jul 14, 2019 - Python
Reinforcement learning in Julia. Solving OpenAI gym.
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Mar 14, 2018 - Julia
Reinforcement Learning Algorithms in FrozenLake-v1
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Feb 4, 2025 - Jupyter Notebook
This repo implements Deep Q-Network (DQN) for solving the Frozenlake-v1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 in both 4x4 and 8x8 map sizes.
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Mar 19, 2024 - Python
An implementation of main reinforcement learning algorithms: solo-agent and ensembled versions.
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Feb 7, 2019 - Python
Bots for Atari Games using Reinforcement Learning
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Apr 6, 2019 - Python
Algorithms for Policy Evaluation, Estimation of Action Values, Policy Improvement, Policy Iteration, Truncated Policy Evaluation, Truncated Policy Iteration, Value Iteration . From Udacity's Deep Reinforcement Learning Nanodegree program.
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Apr 3, 2019 - Jupyter Notebook
Using the OpenAI Gym library, I implemented two reinforcement learning algorithms in the Frozen Lake environment.
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Feb 10, 2024 - Python
Series of Reinforcement Learning: Q-Learning, Sarsa, SarsaLambda, Deep Q Learning(DQN)；一些列强化学习算法，玩OpenAI-gym游戏
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Jul 8, 2017 - Python
An implementation of a SARSA agent to learn policies in the Frozen Lake environment from OpenAI gym.
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Jun 10, 2024 - Jupyter Notebook
Part 1 project for ME5406 in NUS
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Jun 25, 2021 - Jupyter Notebook
Implementation of RL Algorithms in Openai Gym Frozen-Lake Environment
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Jan 28, 2024 - Jupyter Notebook
Reinforcement learning algorithms to solve OpenAI gym environments
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May 16, 2020 - Python
solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using SARSA Temporal difference method Reinforcement Learning
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Feb 22, 2025 - Jupyter Notebook
A Reinforcement Learning course with classic examples of agents trained on gym environments.
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Mar 18, 2023 - Python
solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using Temporal difference method Reinforcement Learning
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Feb 22, 2025 - Jupyter Notebook
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Mar 12, 2023 - Python
solving a simple 4*4 Gridworld almost similar to openAI gym frozenlake using Monte-Carlo method Reinforcement Learning
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Feb 22, 2025 - Jupyter Notebook
This repository contains various networks implementation such as MLP, Hopfield, Kohonen, ART, LVQ1, Genetic algorithms, Adaboost and fuzzy-system, CNN with python.
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Aug 12, 2022 - Jupyter Notebook
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