deep-reinforcement-learning
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A study in the effectiveness of various Deep Q-Network flavors
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Feb 16, 2024 - Python
Robot Manipulator Path Planning using Q-Learning – 2D Grid World Case Study
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Dec 5, 2022 - Python
This Repository contains both Reinforcement learning and Deep Reinforcement Learning algorithms from scratch, Deep Reinforcement Learning algorithms are implemented using Tensorflow2
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May 11, 2023 - Jupyter Notebook
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Jan 28, 2023 - Python
Reinforcement Learning and Deeep reinforcement Learning
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Jun 5, 2023 - Jupyter Notebook
Using an DQN agent trained on Tic-Tac-Toe and Connect Four as a base for an dynamically balanced opponent. (Student Project)
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Apr 3, 2023 - Python
Use Multi Agent DDPG to solve Unity Tennis environment
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Apr 17, 2023 - Python
The program uses the DDPG algorithm and tf_agents library to train an agent in a custom environment called "TargetSeeker"
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Jun 5, 2023 - Python
A Deep Q-Network (DQN) agent solving the CartPole-v1 environment from OpenAI's Gym. Demonstrates reinforcement learning for control tasks and serves as an educational resource for deep learning and reinforcement learning enthusiasts.
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Apr 21, 2023 - Jupyter Notebook
Deep Reinforcement Learning with Custom Environment
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Aug 17, 2023 - Python
Deep reinforcement learning to solve self-organized settlement growth modeled as Markov decision processes.
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Oct 29, 2023 - Python
Use DDPG model to solve Unity Reacher environment
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Sep 11, 2023 - Python
Multi Agent learning using Deep Reinforcement learning DDPG algorithm
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Sep 19, 2023 - Jupyter Notebook
A dialogue bot for information access
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Jul 25, 2017 - Python
Deep Reinforcement Learning gym.
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Aug 27, 2017 - Python
Exercises of Deep Reinforcement Learning in Python Course
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Oct 29, 2017 - Jupyter Notebook
Assignments of CS294-112 (2017 Fall).
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Dec 28, 2017 - Python
My implementation of alphazero algorithm for several games. (TicTacToe, Connect4, Gomoku). It can be extended to other games. Also implement a simple minmax Agent to compete against "alphazero" Agent.
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Dec 27, 2018 - Python
A solution for LunarLander from OpenAI Gym using deep Q-Learning implemented in python using only tensorflow
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Apr 9, 2018 - Python
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