https://github.com/arnabsaha7/reinforcement-learning-projects
Projects on Reinforcement Learning
https://github.com/arnabsaha7/reinforcement-learning-projects
gym gymnasium openai pyga python reinforcement-learning
Last synced: 6 months ago
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Projects on Reinforcement Learning
- Host: GitHub
- URL: https://github.com/arnabsaha7/reinforcement-learning-projects
- Owner: arnabsaha7
- Created: 2024-06-23T00:55:57.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-07-18T13:50:17.000Z (about 1 year ago)
- Last Synced: 2025-02-01T22:29:44.571Z (8 months ago)
- Topics: gym, gymnasium, openai, pyga, python, reinforcement-learning
- Language: HTML
- Homepage:
- Size: 13.4 MB
- Stars: 1
- Watchers: 0
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
## Reinforcement Learning Projects
### Super Mario Bros using Reinforcement Learning
**Description:**
This project implements a Reinforcement Learning (RL) agent to play the classic Super Mario Bros game. The agent is trained to navigate through the game's environment using deep learning techniques.
**Technologies:**
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### Maze Project
**Description:**
This project explores reinforcement learning algorithms applied to solving maze navigation tasks. It involves implementing algorithms such as Q-learning or Deep Q-Networks (DQN) to find optimal paths through maze environments.
**Technologies:**
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### Cartpole
**Description:**
The Cartpole project focuses on the classic control problem where an inverted pendulum (pole) must be balanced on top of a moving cart. Reinforcement learning techniques are used to train an agent to keep the pole balanced by controlling the cart's movements.
**Technologies:**
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### MLTrader Bot
**Description:**
This project develops an automated trading bot that utilizes machine learning for sentiment analysis to inform trading decisions. It integrates with the Alpaca API for trade execution and uses FinBERT for sentiment estimation from news headlines.
**Technologies:**
