andri27-ts / Reinforcement-Learning Star 4.1k Code Issues Pull requests 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 Star 2.8k Code Issues Pull requests 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 Star 827 Code Issues Pull requests 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 Jupyter Notebook
deepanshut041 / Reinforcement-Learning Star 103 Code Issues Pull requests 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 Jupyter Notebook
cyoon1729 / Policy-Gradient-Methods Star 89 Code Issues Pull requests 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 Jupyter Notebook
LxzGordon / Deep-Reinforcement-Learning-with-pytorch Star 83 Code Issues Pull requests 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 Star 65 Code Issues Pull requests 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 Star 34 Code Issues Pull requests 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 Star 29 Code Issues Pull requests 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 Star 16 Code Issues Pull requests 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 Star 15 Code Issues Pull requests 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 Star 6 Code Issues Pull requests 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 Jupyter Notebook
thedatamonk / Unity-Continuous-Control Star 1 Code Issues Pull requests 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 Star 1 Code Issues Pull requests 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 Star 0 Code Issues Pull requests Self Play Actor Critic, Reinforcement Learning on TROY; all puns intended machine-learning reinforcement-learning pygame pytorch policy-gradients Updated Oct 3, 2023 Python
yahsiuhsieh / two-link-arm Star 0 Code Issues Pull requests Policy Gradients, DDPG, and TD3 in gym env reinforcement-learning ddpg td3 policy-gradients Updated Dec 15, 2020 Python
bay3s / reinforce-rl Star 0 Code Issues Pull requests Vanilla Policy Gradient (REINFORCE) implementation with PyTorch python reinforcement-learning pytorch reinforce policy-gradients vanilla-policy-gradient Updated Jan 24, 2023 Jupyter Notebook
escribano89 / reacher-ddpg Star 0 Code Issues Pull requests Udacity Deep Reinforcement Learning Nanodegree. Second Project Implementation (Continuous Control). reinforcement-learning deep-learning deep-reinforcement-learning deep-deterministic-policy-gradient policy-gradients Updated Dec 8, 2020 Python
livankrekh / WalkingMarvin Star 0 Code Issues Pull requests 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 Updated Jun 21, 2022 Python
kaixi-wang / deep-learning-notebooks Star 0 Code Issues Pull requests Exploring the fundamentals of neural networks natural-language-processing reinforcement-learning computer-vision neural-networks gans policy-gradients Updated Mar 2, 2020 HTML