policy-gradients

Here are 22 public repositories matching this topic...

andri27-ts / Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

machine-learning reinforcement-learning qlearning deep-learning deep-reinforcement-learning artificial-intelligence dqn deepmind evolution-strategies ppo a2c policy-gradients

Updated Jun 30, 2020
Jupyter Notebook

seungeunrho / minimalRL

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Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

machine-learning reinforcement-learning deep-learning simple deep-reinforcement-learning pytorch dqn a3c reinforce ddpg sac acer ppo a2c policy-gradients

Updated Apr 22, 2023
Python

sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python

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Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

reinforcement-learning monte-carlo deep-reinforcement-learning openai-gym q-learning deep-learning-algorithms policy-gradient sarsa deep-q-network markov-decision-processes asynchronous-advantage-actor-critic double-dqn trpo dueling-dqn deep-deterministic-policy-gradient ppo deep-recurrent-q-network drqn hindsight-experience-replay policy-gradients

Updated Oct 7, 2020
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deepanshut041 / Reinforcement-Learning

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Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch

reinforcement-learning monte-carlo atari2600 deep-reinforcement-learning pytorch dqn sarsa sonic-the-hedgehog vizdoom reinforce ddpg sac t3d actor-critic ddqn ppo a2c policy-gradients

Updated Mar 9, 2020
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cyoon1729 / Policy-Gradient-Methods

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Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

reinforcement-learning pytorch a3c ddpg pytorch-rl a2c td3 policy-gradients soft-actor-critic

Updated Jul 23, 2019
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LxzGordon / Deep-Reinforcement-Learning-with-pytorch

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Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

algorithm reinforcement-learning pytorch dqn sarsa a3c ddpg sac actor-critic double-dqn trpo dueling-dqn a2c td3 policy-gradients

Updated Mar 1, 2021
Python

garlicdevs / Fruit-API

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A Universal Deep Reinforcement Learning Framework

environment games reinforcement-learning deep-learning deep-reinforcement-learning human multi-agent reinforcement-learning-algorithms multiplayer-game multi-objective-optimization atari actor-critic human-in-the-loop arcade-learning-environment actor-critic-algorithm multi-agent-reinforcement-learning policy-gradients

Updated Nov 22, 2022
Python

artem-oppermann / Deep-Reinforcement-Learning

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A collection of several Deep Reinforcement Learning techniques (Deep Q Learning, Policy Gradients, ...), gets updated over time.

deep-reinforcement-learning q-learning deep-q-learning ai-agents policy-gradients open-ai-gym

Updated Jan 14, 2020
Python

MahanFathi / Model-Based-RL

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Model-based Policy Gradients

reinforcement-learning openai-gym pytorch computation-graph gym policy-gradient finite-difference backpropagation computational-graphs mujoco model-based ilqg ilqr ilqg-mujoco mujoco-py policy-gradients policy-optimization direct-policy-search mujoco-dynamics

Updated Mar 12, 2020
Python

nslyubaykin / relax

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ReLAx - Reinforcement Learning Applications Library

dqn ddpg sac trpo categorical-dqn ppo model-based-rl dyna-q reinforcementlearning td3 policy-gradients rainbow-dqn n-step-bootstrapping mbpo

Updated Feb 19, 2023
Python

stewy33 / pong-with-policy-gradients

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Code for an intro to RL workshop. You'll be training a simple agent to play pong using policy gradients. Adapted from http://karpathy.github.io/2016/05/31/rl/

reinforcement-learning pong pytorch tensorboard policy-gradients rl-workshop

Updated Dec 8, 2022
Python

arjuntheprogrammer / TheSchoolOfAI

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Projects for The School of AI

gan batch-normalization yolo rnn face-recognition densenet regularization transfer-learning autoencoders data-augmentation siamese-network alphazero inception-network enas policy-gradients neural-architecture superconvergence lstm-and-gru

Updated Dec 8, 2022
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thedatamonk / Unity-Continuous-Control

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Project 2 of Udacity Deep Reinforcement Learning Nanodegree

udacity ddpg-algorithm policy-gradients

Updated Jan 17, 2019
Jupyter Notebook

NickKaparinos / Stanford-CS-234-RL-2022

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Solutions to the Stanford CS:234 Reinforcement Learning 2022 course assignments.

deep-reinforcement-learning stanford-university pytorch dqn bandit-algorithm policy-gradients

Updated Jun 27, 2022
Python

ViRu-ThE-ViRuS / desTROY

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Self Play Actor Critic, Reinforcement Learning on TROY; all puns intended

machine-learning reinforcement-learning pygame pytorch policy-gradients

Updated Oct 3, 2023
Python

livankrekh / WalkingMarvin

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Remember the sad Marvin from "Hitchhiker's guide to the galaxy"? In this project we train him to walk from the scratch using only pure python with numpy!

reinforcement-learning deep-learning openai-gym from-scratch 42projects openai-gym-environment policy-gradients bipedalwalker