ppo-agent

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pythonlessons /Reinforcement_Learning

Star372

Reinforcement learning tutorials

reinforcement-learning dqn policy-gradient a3c ddqn dueling-dqn ppo a2c lunarlander d3qn bipedalwalker ppo-agent actor-critic-algorythm

UpdatedMar 25, 2023
Python

bitsauce /Carla-ppo

Star245

This repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this, by wrapping Carla in a gym like environment that can handle custom reward functions, custom debug output, etc.

deep-reinforcement-learning vae autonomous-driving ppo-agent agent-learning agent-driving

UpdatedNov 24, 2021
Python

davide97l /rl-policies-attacks-defenses

Star84

Adversarial attacks on Deep Reinforcement Learning (RL)

reinforcement-learning deep-reinforcement-learning pytorch dqn atari-games gym-environment ppo a2c adversarial-attacks adversarial-training adversarial-defense dqn-agents ppo-agent tianshou uniform-attack strategically-timed-attack critical-point-attack adversarial-policies a2c-agent

UpdatedFeb 27, 2021
Jupyter Notebook

abhilash1910 /Deep_Reinforcement_Learning_Trading

Sponsor

Star26

Deep Reinforcement Learning for Trading

time-series trading trading-strategies ddpg sac actor-critic double-dqn soft trpo sarimax arima-model dueling-dqn actor-critic-methods a2c a3c-agent tensorflow2 prophet-model dqn-agents cnn-lstm-models ppo-agent

UpdatedOct 10, 2022
Jupyter Notebook

Atharv24 /SnakeGym

Star15

Multi agent gym environment based on the classic Snake game with implementations of various reinforcement learning algorithms in pytorch

python opencv reinforcement-learning neural-network multiprocessing deep-reinforcement-learning python3 pytorch lstm snake-game ppo gym-environments ppo-agent

UpdatedJun 21, 2022
Python

mohammadzainabbas /Reinforcement-Learning-CS

Star10

💡 Grasp - Pick-and-place with a robotic hand 👨🏻‍💻

python reinforcement-learning physics-engine pytorch mamba sac gym-environment ppo model-free-rl ppo-agent brax ppo-algorithm

UpdatedDec 15, 2023
Jupyter Notebook

7enTropy7 /Racer_AI

Sponsor

Star6

Developed a highly customizable OpenAI gym environment and trained a stable_baselines3 PPO agent. Used the expert agent for Imitation Learning with DAgger

reinforcement-learning artificial-intelligence imitation-learning stable-baselines ppo-agent

UpdatedAug 28, 2023
Python

dschori /Ackerbot

Star6

Reinforcement Learning based navigation

reinforcement-learning navigation ros gazebo real-world ackermann ppo-agent

UpdatedMar 18, 2021
Jupyter Notebook

PetropoulakisPanagiotis /igae

Star4

State Representations as Incentives for Reinforcement Learning Agents: A Sim2Real Analysis on Robotic Grasping

python computer-vision unity deep-reinforcement-learning embeddings lbr-iiwa segmentation robotiq autoencoders end-to-end-learning gym-environment sim2real ppo-agent reward-engineering sim-to-real stablebaselines3 robotic-grasping state-representation incentivized-grasping-autoencoder state-randomization

UpdatedAug 15, 2024
Python

jookie /jojoBot

Star4

Financial trading strategies using deep reinforcement learning (DRL). It offers a frameworks for quantitative finance, enabling practitioners to create, test, and implement investments strategies.

machine-learning stock-market sharpe-ratio bitcoin-wallet options-trading ppo-agent sharpe-ratios drl-algorithms

UpdatedSep 30, 2024
TypeScript

c2d08y /LearningBot

Star4

A deep reinforcement learning Bot forhttps://kana.byha.top:444/

bot deep-neural-networks reinforcement-learning deep-learning neural-network deep-reinforcement-learning gamebot nueral-networks ppo2 ppo-agent ppo-pytorch ppo-algo

UpdatedAug 29, 2022
Python

ImSOLty /On-The-Waves

Star4

🚤🏖️BOATS DO VZHHHHH BBBDROOM, BEEEEP, BEEEP, GNAA, HONK, VZHHHHHHHHHHHHHH🏖️🚤

relay reinforcement-learning racing unity artificial-intelligence lobby photon-pun imitation-learning sac ppo ml-agents netcode ppo-agent

UpdatedJan 7, 2024
C#

JulianCatnip /atst-walker-agent

Star3

Concept and development of a walking AT-ST Walker (Starwars) ML-agent.

star-wars machine-learning reinforcement-learning robot unity unity3d starwars walker ppo ml-agents unity-ml-agents ppo-agent at-st-walker atst-walker all-terrain-scout-transport

UpdatedFeb 24, 2022
C#

jfpettit /flare

Star3

Modular Reinforcement Learning in PyTorch.

machine-learning reinforcement-learning deep-learning machine-learning-algorithms deep-reinforcement-learning pytorch gym neural-networks reinforcement-learning-algorithms a2c rew leng ppo-agent

UpdatedFeb 16, 2023
Python

iamvigneshwars /ai-walkers-ppo-pytorch

Star3

AI agent learns to walk, run, hop and crawl with out any given data using proximal policy optimisation.

reinforcement-learning pytorch proximal-policy-optimization ppo ppo-agent ppo-pytorch ai-agent

UpdatedMay 3, 2022
Python

pranshurastogi29 /BTC_mining_fees_optimization_RL

Star3

In this project, I have tried to use DeepRL for optimizing the selection of transactions done by the miner to increase the fee when they execute a block on the chain

reinforcement-learning bitcoin optimization deep-reinforcement-learning mining dynamic-programming gym-environment pytorch-rl dqn-pytorch ppo-agent

UpdatedJun 14, 2021
Jupyter Notebook

fracapuano /Quinto

Star2

Repository for the final project of the "Computational Intelligence" course @ PoliTo, 2022/2023

board-game reinforcement-learning deep-learning reinforcement-learning-agent ppo-agent

UpdatedFeb 3, 2023
Python

roeey777 /Splendor-AI

Star1

AI agents for the boardgame Splendor

python reinforcement-learning ai deep-learning deep-reinforcement-learning torch recurrent-neural-networks genetic-algorithms gymnasium splendor gym-environment ppo ppo-agent ppo-pytorch custom-gym-environment ppo-gru recurrent-ppo ppo-lstm maskable-ppo ppo-self-attention

UpdatedNov 14, 2024
Python

luisdavidgarcia /SuperMarioRL

Star1

Unleashing the Power of PPO: Mastering Super Mario with Reinforcement Learning. Dive into our journey of training a Proximal Policy Optimization (PPO) agent to conquer the classic NES.

python tensorflow deep-reinforcement-learning ppo-agent

UpdatedJun 14, 2024
Python

GerTheMessiah /Snake-AI

Star1

Short own implementation of the game snake. In this project I'am using the ray library together with ray tune and a custom PPO model.

reinforcement-learning snake ray tune ppo rl-algorithms ppo-agent ppo-pytorch rl-lib

UpdatedAug 6, 2023
Python

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ppo-agent

Here are 33 public repositories matching this topic...

pythonlessons /Reinforcement_Learning

bitsauce /Carla-ppo

davide97l /rl-policies-attacks-defenses

abhilash1910 /Deep_Reinforcement_Learning_Trading

Atharv24 /SnakeGym

mohammadzainabbas /Reinforcement-Learning-CS

7enTropy7 /Racer_AI

dschori /Ackerbot

PetropoulakisPanagiotis /igae

jookie /jojoBot

c2d08y /LearningBot

ImSOLty /On-The-Waves

JulianCatnip /atst-walker-agent

jfpettit /flare

iamvigneshwars /ai-walkers-ppo-pytorch

pranshurastogi29 /BTC_mining_fees_optimization_RL

fracapuano /Quinto

roeey777 /Splendor-AI

luisdavidgarcia /SuperMarioRL

GerTheMessiah /Snake-AI

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