reward-functions

A reinforcement learning model specialized in stock prediction utilizing deep learning techniques, incorporating reward mechanisms, compatible with any machine equipped with Python.

python machine-learning ai deep-learning time-series prediction stock lstm stock-market stock-price-prediction stocks data-preprocessing lstm-neural-networks stock-prediction stock-analysis reward-functions accuracy-metrics accurate-algorithm

Updated May 18, 2024
Python

Usin2705 / DeepRacer

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My AWS DeepRacer reward functions and some analysises

reward-functions deepracer

Updated Nov 5, 2020
Python

GoSleepBelall / AWSDeepRacer

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Some of my reward functions and analysis that helped me throughout my learning

aws log-analysis reinforcement-learning ai ml cloud-computing reinforcement-learning-algorithms amazon-web-services reward-functions deepracer ai-ml deepracer-student

Updated Jul 23, 2023
Python

Beshario / DRL-Robotics-Arm

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Robotic Arm learns to approach objects using Deep Reinforcement Learning

agent learning reinforcement-learning deep episodes reinforcement drl robot-arm-touch reward-functions

Updated Jun 21, 2023
C++

Bennyhwanggggg / 2020-AWS-Networking-DeepRacer-Cup

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AWS Networking Organisation Internal DeepRacer Cup 2020

aws machine-learning reinforcement-learning deep-learning artificial-intelligence reinforcement-learning-algorithms self-driving-car reinforcement-learning-agent policy-network reward-functions aws-deepracer self-driving-car-simulation deep-racer

Updated Nov 9, 2020
Python

ACabrejas / IEEE_SMC2020_RL_UrbanTraffic_Multimodal

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Pre-print version of "Assessment of Reward Functions in Reinforcement Learning for Multi-Modal Urban Traffic Control under Real-World limitations"

reinforcement-learning pedestrians reward-functions

Updated Jul 26, 2021
TeX

This repository contains a reinforced model that was created as part of the AWS AI & ML Scholarship Qualification – Winter Cohort. The model was trained on the AWS DeepRacer Student League dataset, and it is able to autonomously drive a virtual race car around a track.

reinforcement-learning python3 reward-functions aws-deepracer

Updated Oct 9, 2023
Python

nouranHisham / Intelligent-Traffic-Analysis

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Graduation Project 2023, an intelligent traffic management system that combines reinforcement learning along with simulation.

reinforcement-learning xml-parsing dqn sumo sumologic traffic-control traffic-simulation reinforcement-learning-agent reward-functions dqn-agents dqn-keras dqn-model

Updated Jul 9, 2023
Jupyter Notebook

advait-l / interactive-reward-function-mario

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Interactive reward function creation and analysis for an AI agent to play the game of Super Mario

mario reinforcement-learning super-mario-bros reward-functions

Updated Nov 27, 2020
JavaScript

ACabrejas / IEEE_SMC2020_Reward_Functions_RL_UTC

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Presented in IEEE 23rd International Conference in Systems, Man, and Cybernetics. Pre-print version of "Assessment of Reward Functions for Reinforcement Learning Vehicular Traffic Signal Control Under Real-World Limitations"

reinforcement-learning traffic dqn traffic-control traffic-simulation reward-functions