ppo-agent

There are 1 repository under ppo-agent topic.

pythonlessons / Reinforcement_Learning
Reinforcement learning tutorials
dqn ddqn dueling-dqn d3qn reinforcement-learning a2c policy-gradient a3c ppo ppo-agent actor-critic-algorythm lunarlander bipedalwalker
Language:Python 353
bitsauce / Carla-ppo
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.
agent-driving agent-learning autonomous-driving deep-reinforcement-learning ppo-agent vae
Language:Python 218
davide97l / rl-policies-attacks-defenses
Adversarial attacks on Deep Reinforcement Learning (RL)
reinforcement-learning adversarial-attacks adversarial-training tianshou dqn a2c ppo gym-environment atari-games uniform-attack strategically-timed-attack critical-point-attack deep-reinforcement-learning ppo-agent a2c-agent adversarial-policies dqn-agents pytorch adversarial-defense
Language:Jupyter Notebook 72
abhilash1910 / Deep_Reinforcement_Learning_Trading
Deep Reinforcement Learning for Trading
a2c a3c-agent actor-critic actor-critic-methods arima-model cnn-lstm-models ddpg double-dqn dqn-agents dueling-dqn ppo-agent prophet-model sac sarimax soft tensorflow2 time-series trpo trading trading-strategies
Language:Jupyter Notebook 20
Atharv24 / SnakeGym
Multi agent gym environment based on the classic Snake game with implementations of various reinforcement learning algorithms in pytorch
gym-environments reinforcement-learning ppo ppo-agent lstm snake-game neural-network deep-reinforcement-learning python3 python multiprocessing opencv pytorch
Language:Python 14
7enTropy7 / Racer_AI
Developed an highly customizable OpenAI gym environment and trained a stable_baselines3 PPO agent. Used the expert agent for Imitation Learning with DAgger
artificial-intelligence imitation-learning ppo-agent reinforcement-learning stable-baselines
Language:Python 6
dschori / Ackerbot
Reinforcement Learning based navigation
reinforcement-learning gazebo ros ppo-agent navigation ackermann real-world
Language:Jupyter Notebook 5
mohammadzainabbas / Reinforcement-Learning-CS
💡 Grasp - Pick-and-place with a robotic hand 👨🏻‍💻
mamba reinforcement-learning brax gym-environment model-free-rl physics-engine ppo ppo-agent ppo-algorithm python pytorch sac
Language:Jupyter Notebook 5
c2d08y / LearningBot
A deep reinforcement learning Bot for https://kana.byha.top:444/
bot deep-learning deep-neural-networks deep-reinforcement-learning gamebot neural-network nueral-networks ppo-agent ppo-algo ppo-pytorch ppo2 reinforcement-learning
Language:Python 3
jfpettit / flare
Modular Reinforcement Learning in PyTorch.
reinforcement-learning-algorithms reinforcement-learning neural-networks ppo-agent gym deep-reinforcement-learning machine-learning machine-learning-algorithms deep-learning pytorch rew leng a2c
Language:Python 3
JulianCatnip / atst-walker-agent
Concept and development of a walking AT-ST Walker (Starwars) ML-agent.
unity unity3d ml-agents unity-ml-agents starwars star-wars walker robot machine-learning ppo-agent ppo reinforcement-learning at-st-walker atst-walker all-terrain-scout-transport
Language:C# 3
pranshurastogi29 / BTC_mining_fees_optimization_RL
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 mining gym-environment ppo-agent dqn-pytorch deep-reinforcement-learning optimization dynamic-programming pytorch-rl
Language:Jupyter Notebook 3
ImSOLty / On-The-Waves
🚤🏖️BOATS DO VZHHHHH BBBDROOM, BEEEEP, BEEEP, GNAA, HONK, VZHHHHHHHHHHHHHH🏖️🚤
artificial-intelligence imitation-learning lobby ml-agents netcode photon-pun ppo ppo-agent racing reinforcement-learning relay sac unity
Language:C# 2
AnastasiaML / Computational-Intelligence-And-Deep-Learning-Techniques-In-Developing-Intelligent-Agents-For-Games
The aim of this repository is the analysis and study of computer intelligence and in-depth learning techniques in the development of intelligent gaming agents.
deep-learning deep-reinforcement-learning machine-learning opeani-gym reinforcement-learning stable-baselines3 a2c-agent dqn-agents mspacman ppo-agent pytorch qbert qrdqn spaceinvaders computational-intelligence atari python
Language:Python 1
fracapuano / Quinto
Repository for the final project of the "Computational Intelligence" course @ PoliTo, 2022/2023
board-game deep-learning ppo-agent reinforcement-learning reinforcement-learning-agent
Language:Python 1
harikris001 / Super-Mario-Reinforcement_Learning
Reinforcement Learning in Super Mario using Pytorch and PPO
gym gym-super-mario-bros ppo ppo-pytorch reinforcement-learning deep-learning deep-reinforcement-learning openai ppo-agent ppo2 python python38 pytorch
Language:Jupyter Notebook 1
iamvigneshwars / ai-walkers-ppo-pytorch
AI agent learns to walk, run, hop and crawl with out any given data using proximal policy optimisation.
ppo ppo-pytorch proximal-policy-optimization ppo-agent reinforcement-learning pytorch ai-agent
Language:Python 1
RsGoksel / Snake-Game_PPO-Solution
Snake game environment integrated with OpenAI Gym. Proximal Policy Optimization (PPO) implementation for training. Visualization of training progress and agent performance. Easy to understand code.
a2c actor-critic gym ppo ppo-agent proximal-policy-optimization pygame python reinforcement-learning-agent snake-game stable-baselines stable-baselines3
Language:Jupyter Notebook 1
GerTheMessiah / Snake-AI
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.
ppo ppo-pytorch ppo-agent ray snake tune reinforcement-learning rl-algorithms rl-lib
Language:Python 0
00Utkarsh00 / ML-DOOM
Automated gaming using machine learning
deep-learning machine-learning ppo-agent python tensorflow
Language:Jupyter Notebook
ellkrauze / gc-ml
Performance Tuning using Reinforcement Learning
garbage-collector jvm performance-tuning ppo-agent reinforcement-learning
Language:Jupyter Notebook
navneet1083 / textsum-tune
This project is based on fine-tuning LLM models (FLAN-T5) for text summarisation task using PEFT approach. All evaluation metrics being computed on ROUGE scoring and LoRA optimisation techniques being used for fine-tuning.
flan-t5 huggingface-transformers llm-training lora peft ppo ppo-agent rlhf
Language:Jupyter Notebook