Rl jobs
I am in need of a highly skilled and experienced freelancer who can help me implement a new component in Aspen Plus simulation software. The specific component to be implemented is a thermodynamic property package. I have chosen the NRTL RK package. Key Requirements: - Expertise in Aspen Plus simulation software - Proficiency in implementing thermodynamic properties - Experience with the NRTL RL package and equations - Strong understanding of component property This project is focused on the Co2 capture process. The successful implementation of the EEPMA is crucial in achieving the desired outcome. The ideal freelancer for this project would have a background in chemical engineering, process optimization, or environmental studies. the graphs and data have already been transferred...
I'm embarking on a project that aims to improve the performance of reinforcement learning multi-agent systems in vehicular environments. Key project requirements: - Conduct part of the hands-on training of centralized critic and decentralized actor methods in multi-agent systems. - Utilize Python programming language throughout the project execution. - Possess experience and prowess in reinforcement learning frameworks and Python programming. - Demonstrated understanding of vehicular environments. Ideal candidates should have: - Proven experience in reinforcement learning, particularly with multi-agent systems. - Proficiency in Python. - Background working with vehicular environments or equivalent complex systems would be a plus. The ultimate goal is to create a more efficient, hi...
...used and different options of frequency ( for now we can assume just one frequency option 1.5e11 Hz for simplicity and later you have to add the frequency option ) So the model should select the optimal path to the receiver and the optimal Bandwidth and frequency selection to minimize the energy consumption. I already did the mathematical model and I know the behaviour of the model and I need the RL model to have the same behavior. when the maximum cluster size is too small (1mm *1mm), the sensor nodes select a higher BW option ( e.g. 100 GHz) that would consume less energy compared to a smaller BW option. Still, it can only be used for short distances, up to D_max=11 mm. When the D_max increases, selecting a higher BW will not be optimal because the achieved channel rate is l...
...used and different options of frequency ( for now we can assume just one frequency option 1.5e11 Hz for simplicity and later you have to add the frequency option ) So the model should select the optimal path to the receiver and the optimal Bandwidth and frequency selection to minimize the energy consumption. I already did the mathematical model and I know the behaviour of the model and I need the RL model to have the same behavior. when the maximum cluster size is too small (1mm *1mm), the sensor nodes select a higher BW option ( e.g. 100 GHz) that would consume less energy compared to a smaller BW option. Still, it can only be used for short distances, up to D_max=11 mm. When the D_max increases, selecting a higher BW will not be optimal because the achieved channel rate is l...
I'm looking for someone adept in the domain of deep learning - specifically image segmentation using either instance or semantic segmentation. The project involves Dental x-ray images; hence, previous experience with them, and an understanding of their unique features would be greatly beneficial. Key Responsibilities: - Utilize generative AI and reinforcement learning for the image segmentation process - Analyzing the data before training the model, to see how many data should be included in first stage of training. - Employ advanced methodologies to improve either instance or semantic segmentation results Desired Skills and Experience: - Proficiency in Deep Learning, Generative AI, and Reinforcement Learning - Experience in using AI for image segmentation, specifically semantic ...
I'm seeking an AI specialist with expertise in AWS DeepRacer and Reinforcement Learning. The primary objective of this project is to improve the speed and overall performance of my AWS DeepRacer. Emphasis should be on enhancing the handling of curves for better navigation. The model of the DeepRacer is not specified yet, so th...performance of my AWS DeepRacer. Emphasis should be on enhancing the handling of curves for better navigation. The model of the DeepRacer is not specified yet, so the solution must be adaptable to different models. Ideal skills and experience: - Knowledge of AWS DeepRacer - Experience in Reinforcement Learning - Track record of achieving better lap times with AI optimization - Understandings of RL Speedways - Proficiency in writing reward functions fo...
I am looking amazon deep racer project I have track to compete can some provide good reward function RL Speedway Need reward function
we are doing a project on manufacturing cycle time reduction, we have the manufacturing data for 4 components, and we calculated and optimized the cycle time for the first component using manual calculations, now for the next 3 parts we need to implement a Reinforcement learning algorithm that will automate the process and automatically reduce the delays. So we need the RL algorithm, can you help with that?
Project Title: Edit Flattend PDF copy Need to edit RL 41.2 to RL 40.8 on page 2
I'm looking for an advanced Python tutor with a solid experience in Machine Learning, particularly in Reinforcement Learning. You should also have extensive experience with OpenAI APIs. The ideal freelance partner would have: - Proven experience as a skilled Python tutor, capable of teaching at an advanced level. - An intimate knowledge of Reinforcement Learning and an ability to relay this knowledge patiently in English. - Extensive experience with OpenAI APIs, able to guide me thoroughly on how to employ these APIs in Python coding. - Flexibility with scheduling; we will work out a schedule that suits both of us. If you align with these qualifications, I look forward to receiving your bid.
...need an experienced electrical engineer with a deep understanding and immense expertise in RL circuits. Specific requirements include: - Proficiency in designing RL circuits. This critical task requires someone who is not only knowledgeable but also creative and innovative. - A strong background in circuit design is key. - Expertise in technical drawing, for clear and concise representation of the circuit designs. Experience with recognized technical drawing software is ideal. - System integration skills are equally crucial, as the RL circuits designed will need to be integrated into larger systems seamlessly. - Deep understanding of RL theory. The ability to analyze and troubleshoot problems within RL circuits is of utmost importance. Overall, an ...
I need someone with good track record of implementing Reinforcement Learning in python.I am looking for a freelancer to make a RL script to perfectly play my pygame. Kindly note some part of project is already developed and you can continue from there but if someone of you guys think that can be done again from scratch with minimal time period, I am happy to discuss with you guys. Kindly note RL expertise is must. Happy bidding. Cheers.
I'm seeking an experienced Electrical Engineer specialized in electrical circuits. I'm faced with tasks that need problem-solving skills as well as general electronics knowledge. Below are the key responsibilities. - Identifying and solving complex electronics problems - Focused mainly on tasks revolving will took 1 hours The ideal freelancer should possess robust problem-solving skills, expertise in circuits , and adeptness in component selection. Previous experience working on similar projects is a huge plus.
...Processes: Which type of model do you prefer for this task (Bayesian Networks or Markov Decision Processes)? • Reinforcement Learning: What RL algorithm will you use (e.g., Q-learning, SARSA, deep Q-networks)? • Natural Language Generation: Which NLG model(s) will you utilize (e.g., GPT-3, BART, T5)? 2. Briefly explain the reasoning behind your model choices: • Why did you select these particular models for each task? • What are their strengths and weaknesses in the context of adaptive math education? 3. Mention any specific libraries or frameworks you'll employ: • Will you use existing libraries for these models (e.g., spaCy for NLP, TensorFlow or PyTorch for RL), or will you develop custom implementations? Deliverables: • Fully functi...
We need someone with experience in Robotics and RL methods to guide us in setting up Reinforcement learning for "Quadrupeds". Consultant shall help us identify the hardware, software (preferably open source) and in setting up the RL methods for training. Training shall be done on our severs.
Project Title: Edit Flattend PDF copy Need to edit RL 41.2 to RL 40.8 on page 2
...specific to initiatives to further corporate marketing initiatives. **Qualifications / Requirements** - Familiarity with machine learning fundamentals - Aware of optimization techniques and differences (gradient decent variants, hyperparameter tuning, regularization) - Some experience with different problems and domains, ideally specialized in at least one (supervised, unsupervised, generative, control/RL, anomaly detection, timeseries, etc.) - Familiarity with a couple of traditional ML models (k-means, KNN, decision trees, SVM, Bayesian/graphical models, Gaussian process, etc.) - Basic understanding of deep learning fundamentals (CNN, RNN, attention/memory, Autoregressive) and ideally some applications of extensions (Transformer, LSTM, ResNet, etc.) - Experience coding with pop...
Looking for a survival type server pack. Combination of RL Craft/Sevtech ages Want to start out cavestyle with things locked. Want vanilla tools/weapons/armor removed and force players to progress to tinkers mods Want the mod that requires different foods to be eaten Want the thirst mod Want the temperature mod as well
Project Title: Create Logo Description: I am looking for a talented designer to create a logo for my Le Cagole business. The logo should reflect a modern and clean style, while also incorporating a creative and abstract touch. Logo must be with letters LC and be inspired of uploaded logo like RL. Specific Requirements: - Design a logo that represents the essence of my business - Utilize modern and clean design elements - Incorporate creative and abstract elements to make the logo unique - Use colors that are appealing and align with the overall style - Provide options for color variations, including black and white - Deliver high-quality files in various formats (e.g. PNG, JPEG, vector) Ideal Skills and Experience: - Proven experience in logo design, with a portfoli...
M U S T R E A D!!! Goal: Maximizing profits Hybrid algorithm: RL algorithm: Q-learning DL algorithm: Deep neural network (DNN) EA: Genetic algorithm (GA) Explanation: The RL algorithm would be used to learn a trading strategy that maximizes profits. The DNN would be used to learn patterns in market data. The GA would be used to search for optimal trading parameters. The RL algorithm would be trained on a dataset of historical market data. The RL algorithm would learn to make trading decisions that maximize profits. The DNN would be trained on the same dataset of historical market data. The DNN would learn to identify patterns in market data that are associated with profitable trading opportunities. The GA would be used to search for optimal trading par...
I need someone with good track record of implementing Reinforcement Learning in python.I am looking for a freelancer to make a RL script to perfectly play my pygame.
My project is for a custom polo des...design in a retro style that incorporates specific colors and elements. I have some vintage Polo design shirts that I want to recreate IN BIGGER SIZES, for which I have pictures. The colors I have in mind must be included in the design, and I am open to the designer's creativity to bring my vision to life. FEEL FREE TO SWITCH UP THE WORDING and add other logos. I do not necessarily need the actual RL logos on the shirt. I am looking for an experienced designer to craft a modern but classic iteration of the vintage polo design while keeping the original spirit and panache. The project requires expertise in graphic design, fashion, and illustration. If you have a strong background in creating custom, stylish designs, I encourage you to submit...
I am looking for a freelancer who specializes in reinforcement learning to guid me to master python till reaching RL.
I'm hoping to use this project as the backend for a vehicle-sharing app, but this stage is just the first and is really simple; it's a project to use a pre-trained model to generate the shortest distance to deliver passengers of a household to different destinations (similar to the travelling salesman problem). It would be best if you were an expert in Python and Machine Learning/RL. Please, see attached "Requirements " for the full details.
I am looking for a freelancer who can help me create a profit loss action plan for my business. Here are the details of the project: Current Financial Situation: - My business is incurring losses. Goals for Improving Financial Situation: - My main goal is to both increase revenue and reduce expenses. Timeline for Implementing Action Plan: - I am ...4170 · Team Member Benefits 4175 · Payroll Tax Cost 4175.1 · FUTA 574.82 723.00 -148.18 0.17% 0.15% 0.02% 4175.2 · MCARE 1,796.69 2,624.00 -827.31 0.53% 0.55% -0.02% 4175.3 · SDI 2,300.26 3,438.00 -1,137.74 0.68% 0.71% -0.04% 4175.4 · SSI 7,682.34 11,221.00 -3,538.66 2.26% 2.33% -0.07% 4175.5 · SUI 1,354.54 2,081.00 -726.46 0.40% 0.43% -0.03% P&L Analysis Skills Asse...
We are in need of an experienced Allen Bradley PLC programmer to assist us in programming a Vial Filler Machine that has never been used but has had its PLC program deleted. The successful candidate will be responsible for developing a new PLC program to control the machine's operation efficiently. The motion controller and servo motor models are as follows: Allen Bradley 1394-SJT05-T-RL (Motion Controller) Allen Bradley Cat. No. 1326AS-B330H (Servo Motor)
# write RL(Reinforcement learning) environment with just 3 steps and terminates on 4th step. # Note: Code should be in jax(python jit) # print "hello:1" in first step # print "hello world:2" in second step # print "hello world!:3" in third step # thats all ! # use/call the functions defined in attached file to do this and no hard coding # complete details in attachment #experience in Jax is great but not needed, experience in AI/ML is needed.
...Custom reinforcement learning environment with discrete actions (only 2 actions) - Detailed specifications for the environment provided - Proficiency in Python - Experience in creating custom environments # Use a python Reinforcement learning library to implement RL environment to train and test a simple model (Neural network) #Important: code in jax(python) in jitted functions # RL algorithm will be provided in library, no need code algo #link to a public github RL library with example environments will be shared later. # simple RL environment in jax(python) to classify a simple single dimensional sine wave like input data into segments of zeros and ones, with input processed sequencial. #6-8 features will be defined which needs to be calculated in the en...
...the walls to reach a goal destination near one of the pillars in the environment. use a burger TurtleBot 3 model in Gazebo. You must follow the instructions in the link to install all required turtlebot3 packages according to your ROS (noetic or melodic). You will also need to install the turtle-simulation package; do (sudo apt-get install ros-melodic-turtlebot3-simulations. To make training of RL solution more efficient, you must adjust the number of laser distance sensor (LDS) readings in the file from 360 to a more manageable count, such as 24. Usually, the file is in your VM’s /opt folder unless you have downloaded Turtlebot from a git repo and placed it in your catkin_ws. You are provided with the environment files which you can download here. You must
I'd like to create a logo with RL (an R and a L for my personal blog) within the style of the attached files (at the color palete)
I am looking to have a Machine Learning time-series training and deployment code written in MATLAB. Specifically, the code is designed to take forex price and specified indicators and train a combined Reinforcement Learning and CNN approach. The architecture of the approach is already drawn up and only requires implementation. There should be two modules created, one that trains and tests the RL agent, and another that can be used to deploy it, taking in input data and making predictions. The model code should also be setup in a clear and structured way that can easily be adjusted later by a MATLAB programmer without difficulty. The following is available: - Detailed description of the model architecture - Sample input data for training and testing The skills and experience requi...
...have a strong background in electrical products Specification Sheets with expertise in creating Electrical product Spec sheets. These will be used by Engineering firms to spec our products for projects and Electricians to understand how our product can fit into their scope of work. - Detailed specification sheets: I need detailed specification sheets that include all relevant information about my rl electrical product including drawings. - Electrical spec sheets: I already have existing specs but I need assistance in adding proper drawings as per attached competitor sample. This will require creating detailed electrical drawings that accurately reflect my needs. - Attention to detail: I need someone who can pay close attention to detail and ensure that all aspects of the proj...
Hello, I have created an Excel Sheet with sliders. However Excel is giving me a limitation that the value should be between 0 and 30000. Can you put in a solution that will boost this limitation. I want to be able to make values from 0 to 1000000 in steps of 1000. Please do only bet if you have time to make it right away and know how to implement a solution. Regards, RL
Hello, Please have a look at Powerpoint Master. This is the design of my company and the master design kit. I have another file in the folder: Data.pdf. It need to be converted to the design of the master presentation - means same look & feel (tables, graphs, fonts etc.). Please indicate the price and the time you d need for that. If your work is good I have another job after that. Regards, RL
I need a coder for implement a deep RL code
Im creating a tool import and sales company and I would like a logo. Name of company: Tool Center International S De RL
This Task is to implement Deep Q-Learning Networks (DQN) for an RL agent that lean to play Atari games, in particular the game of Breakout. Your Task: Your task is to implement (at least) ONE DQN agent, report the performances with visualizations, and discuss the results in depth. Requirements: The agent should utilize a Deep Q-learning network as the model. The agent must use TWO networks -- a prediction and a target networks. As a hint, you can call get_weights() and set_weights() in the networks to transfer weights. Also it should use a reply/experience memory. Train the agent/model using various epsilon values. Try different model/training hyperparameters and tune them, as usually done in Deep Learning. A. DQN Agents The agent must be a Convolutional Neural Network (CNN). It rec...
I want to simulate EV to mitigate the frequency disturbance of the microgrid. The microgrid consists of several plants (EV, PV, Wind etc). The math model of plants is attached (doc file) The disturbance is applied to the microgrid. Microgrid and disturbance could be seen in pdf file. EV controlled by Reinforcement Learning (RL) mitigate this frequency disturbance.
I want to simulate V2G to mitigate the frequency disturbance of the microgrid. The microgrid consists of several plants (EV, PV, Wind etc). The math model of plants is attached. The disturbance is applied to the microgrid. V2G controlled by Reinforcement Learning (RL) mitigate this frequency disturbance. A similar paper is attached as a reference.
Looking for an expert in reinforcement learning with knowledge of deep reinforcement learning for a project which includes model free and model based RL.
Instruction: When a user plays Hangman, the server first selects a secret word at random from a list. The server then returns a row of underscores (space separated)—one for each letter in the secret word—and asks the user to guess a letter. If the user guesses a letter that is in the word, the word is redisplayed with all instances of that letter shown in the correct positions, along with any letters correctly guessed on previous turns. If the letter does not appear in the word, the user is charged with an incorrect guess. The user keeps guessing letters until either (1) the user has correctly guessed all the letters in the word or (2) the user has made six incorrect guesses. You are required to write a "guess" function that takes current word (with underscores) as i...
1) You need to create a command line program java in which you need to enable the display of the AVL tree after adding/deleting nodes. The layout of the AVL tree needs to be displayed after each rotation (LL,LR,RL,RR). Nodes and connections need to be clearly visible in the console after each printout. 2) John likes to climb buildings. He found himself in an apartment block that can be represented as an N x N matrix, where each field in the matrix represents the height of one building. John can climb (or descend) from the top of one building to another if they are adjacent in the matrix (up, down, left, right) and if the difference in their heights is less than or equal to the length of John's ladder. Help John determine the minimum length his ladder should be so that he can g...
