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
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Jan 28, 2023 - Python
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
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
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
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
Pytorch implementation of Vanilla Policy Gradient to solve reinforcement learning Cart Pole problem.
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Jun 22, 2020 - Python
Reinforcement Learning Utilities & Implementations
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Dec 8, 2022 - Python
Using deep reinforcement learning to create an agent able to survive in a hostile environment
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May 16, 2019 - Python
Project 2 of Udacity's Deep Reinforcement Learning NanoDegree
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Feb 2, 2021 - Python
This contains the reinforcement learning agent, that has learned to play the game CrashBalls, without being informed about the rules of the game. Any method which can improve its performance is appreciated! Thank you
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Apr 25, 2020 - Python
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