GitHub topics: ppo-algorithm
Gummala-vinaykumar/AWS-DeepRacer-Autonomous-Racing-Model
Developed an AWS DeepRacer model using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.
Size: 21.1 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0
VachanVY/Reinforcement-Learning
PyTorch implementations of algorithms from "Reinforcement Learning: An Introduction by Sutton and Barto", along with various RL research papers.
Language: Python - Size: 50 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 143 - Forks: 9
imjeasung/Production-Line-RL-PPO
AI-powered production line optimization using reinforcement learning (PPO).
Language: Python - Size: 123 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0
sanatren/Legal-Document-Analyzer
This Legal Document Analyzer is a proof-of-concept NLP project demonstrating the potential of transformers for legal document summarization.
Language: Python - Size: 81.1 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0
mohammadzainabbas/Reinforcement-Learning-CS
💡 Grasp - Pick-and-place with a robotic hand 👨🏻💻
Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 4
sayeang/AWS-DeepRacer-Autonomous-Racing-Model
Developed-an-AWS-DeepRacer-model-using-Python-&-the-PPO-algorithm,-leveraging-TensorFlow-to-train-&-fine-tune-a-deep-reinforcement-learning-model.-Designed-a-custom-reward-function-&-optimized-hyperparameters-to-improve-policy-learning-&-navigation-performance.-Utilized-AWS-infrastructure-for-scalable-training-&-deployment.
Size: 1.95 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
fiscalcareerweek/AWS-DeepRacer-Autonomous-Racing-Model
Developed-an-AWS-DeepRacer-model-using-Python-&-the-PPO-algorithm,-leveraging-TensorFlow-to-train-&-fine-tune-a-deep-reinforcement-learning-model.-Designed-a-custom-reward-function-&-optimized-hyperparameters-to-improve-policy-learning-&-navigation-performance.-Utilized-AWS-infrastructure-for-scalable-training-&-deployment.
Size: 2.93 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
negarhonarvar/DeepReinforcementLearning
A Complete Collection of Deep RL Famous Algorithms implemented in Gymnasium most Popular environments
Language: Python - Size: 6.42 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 9 - Forks: 0
rohit123-wq/AWS-DeepRacer-Autonomous-Racing-Model
Developed an AWS DeepRacer model using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.
Language: JavaScript - Size: 329 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
Scorpionwarrior/AWS-DeepRacer-Autonomous-Racing-Model
el using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.
Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
Paul7513/AWS-DeepRacer-Autonomous-Racing-Model
el using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.
Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
haimanm3/AWS-DeepRacer-Autonomous-Racing-Model
Developed an AWS DeepRacer model using Python & the PPO algorithm, leveraging TensorFlow to train & fine-tune a deep reinforcement learning model. Designed a custom reward function & optimized hyperparameters to improve policy learning & navigation performance. Utilized AWS infrastructure for scalable training & deployment.
Size: 21.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
RhizomaticRobin/LibreGrabbie
LibreGrabbe 16-DOF Robot Hand
Language: Roff - Size: 158 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
Degik/ClimatePredictor
ClimatePredictor implemented by using Proximal policy optimization (PPO) with ray framework for the FederatedLearning approach
Language: Python - Size: 14.2 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
nikhilgrad/Reinforcement-Learning-Model-for-Super-Mario
An RL based model using PPO algorithm leveraging OpenAI Gym environment to play the popular Super Mario game.
Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
Anca-Mt/TrackmaniaRL-AI
AI agents for Trackmania using the TMRL package. Implemented DDPG, PPO, and used two SAC algorithms (with one or two critics) to train cars to navigate custom-built tracks.
Language: Python - Size: 15.9 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
girishkolli/Lunar-Lander
Training a lunar lander to land using the OpenAI "gym" library and Stable Baselines3 "PPO" reinforcement learning algorithm
Language: Jupyter Notebook - Size: 295 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
mafaldaaires/Reinforcement-Learning
Stable Baselines3
Language: Python - Size: 20.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
kochlisGit/TraderNet-CRv2
TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets
Language: Jupyter Notebook - Size: 157 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 3
