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actor-critic-algorithm

Here are 34 public repositories matching this topic...

joshGilstrap / A3C-Reinforcement-Learning

A reinforcement learning A3C implementation trained to play Super Mario Bros

reinforcement-learning ai neural-network pytorch hyperparameter-optimization gymnasium actor-critic-algorithm optuna stable-baselines3 stable-retro

Updated Jul 25, 2024
Python

vrona / BOT88

Self Driving Racing Car Agent (Deep Deterministic Policy Gradient algorithm)

agent deep-reinforcement-learning autonomous-driving autonomous-vehicles autonomous-cars asymmetric visionprocessing autonomous-agents actor-critic actor-critic-algorithm

Updated Jan 7, 2020
Jupyter Notebook

d-dawg78 / MVA_RL

Master MVA - Reinforcement Learning Project

echolocation td-learning actor-critic-algorithm

Updated Apr 17, 2021
Python

SwamiKannan / Reinforcement-Learning-Specialization

Programming Assignments for Reinforcement Learning Specialization

reinforcement-learning q-learning coursera dqn policy-gradient coursera-machine-learning td-learning specialization monte-carlo-sampling capstone-project actor-critic-methods sarsa-learning lunar-lander actor-critic-algorithm university-of-alberta amii alberta-machine-learning-institute

Updated Oct 25, 2022
Jupyter Notebook

rtharungowda / Soft-Actor-Critic-Pytorch

Implement soft actor critic in pytorch to play a game of balancing pendulum in openai gym.

reinforcement-learning deep-reinforcement-learning pytorch policy-gradient reinforcement-learning-algorithms pytorch-tutorial actor-critic-algorithm pytorch-implementation

Updated Sep 17, 2020
Python

meet-minimalist / Udacity-Deep-Learning-Project-5-Fly-Quadcopter

Fly Quadcopter using Deep Reinforcement Learning

reinforcement-learning quadcopter notebook tensorflow deep-reinforcement-learning jupyter-notebooks udacity-nanodegree actor-critic-algorithm

Updated Sep 15, 2018
Jupyter Notebook

SumanSudhir / Collaboration-and-Competition

Course Project of the course Foundation of Intelligent Learning Agent(CS747)

reinforcement-learning unity tennis-game actor-critic-algorithm maddpg

Updated Jul 16, 2020
Jupyter Notebook

AkshayS21 / Reacher-Environment-Continuous-Control-with-DDPG-algorithm

Implementation of the DDPG algorithm to solve Continuous Control Reacher Environment

deep-reinforcement-learning ddpg continuous-control multiagent-reinforcement-learning ddpg-algorithm actor-critic-algorithm unity-ml unity-ml-agents

Updated Jan 26, 2019
Jupyter Notebook

RsGoksel / Reinforcement-Learning-PongGame

Reinforcement Learning - PPO (Proximal Policy Optimization) Implementation to Pong Game

python reinforcement-learning pong-game proximal-policy-optimization ppo actor-critic-algorithm

Updated Nov 16, 2023
Jupyter Notebook

ganjalipour / Reinforcement-learning

Deep Q-Network, Actor-critic , Policy gradient implementation in python

reinforcement-learning policy-gradient actor-critic-algorithm

Updated May 17, 2020
Python

HYDesmondLiu / RUBICON

A novel method to incorporate existing policy (Rule-based control) with Reinforcement Learning.

machine-learning reinforcement-learning deep-learning optimization deep-reinforcement-learning reinforcement-learning-algorithms optimal-control climate-change energy-efficiency thermal-comfort deterministic-policy-gradients actor-critic-algorithm off-policy hvac-control rule-based-controller

Updated Sep 27, 2024
Python

kotsonis / ddpg-reacher

A Deep Deterministic Policy Gradient Actor-Critic reinforcement learning solution to the Unity-ML(Udacity) Reacher environment

deep-reinforcement-learning pytorch ddpg-algorithm actor-critic-algorithm

Updated Mar 9, 2021
Python

Sohaib1424 / Reinforcement-Learning-projects

python reinforcement-learning q-learning sarsa bellman-equation gym-environments actor-critic-algorithm

Updated Sep 5, 2022
Python

ffardnof / Fictitious-Mean-field-Reinforcement-Learning

This simulator implements the "Fictitious Mean-field Reinforcement-Learning" for Q-learning, Actor Critic and Stochastic Gradient Ascent algorithms in a distributed system. The setting includes strategic agents who compete over a set of heterogenous servers. Through experiments, we show that it outperforms the naive deployment of each RL algorithm.

reinforcement-learning cpp q-learning reinforcement-learning-algorithms meanfield gradient-descent-algorithm multiagent-reinforcement-learning actor-critic-algorithm

Updated Dec 1, 2022
C++

amirhosseinh77 / NN-Control

Control Methods for Dynamic Systems based on Neural Networks

reinforcement-learning neural-network pytorch rl control-systems actor-critic-algorithm nn-controller

Updated Jun 22, 2024
Jupyter Notebook

SamYuen101234 / chrome_dino_RL

A very detailed project of Chrome Dinosaur in Deep RL for beginners

reinforcement-learning deep-reinforcement-learning q-learning rainbow torch pytorch policy-gradient convolutional-neural-networks deep-q-network chrome-dinosaur-game prioritized-experience-replay actor-critic-algorithm experience-replay double-q-learning policy-based-method streamlit value-based-methods real-time-demo

Updated Jun 10, 2022
Python

mkurovski / deep_rl_nanodegree

Project Solutions for my Deep Reinforcement Learning Nanodegree at Udacity

reinforcement-learning unity deep-reinforcement-learning gym actor-critic-algorithm

Updated Mar 13, 2019
Jupyter Notebook

kkothari93 / ActorCritic-ECE586-Project

Implementation of the actor critic algorithm for MountainCarContinuous-v0 OpenAI gym environment.

reinforcement-learning openai-gym actor-critic-algorithm

Updated Dec 12, 2017
Python

prajwalthakur / Projects

This Repository contains my projects!

gpu ros reinforcement-learning-algorithms actor-critic-algorithm rrt-plan dqn-variants

Updated Nov 21, 2022
Python

nima-siboni / simplest-world-Actor-Critic

Reinforcement learning, Policy Gradient, Actor-Critic, AC, Agent-based Simulation, Simple-world

reinforcement-learning monte-carlo-simulation actor-critic-algorithm on-policy reinforcement-learning-environments

Updated Jul 31, 2020
Python

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