xinyutan / study-ReinforcementLearning
some exercises from the coursera course and book intro to RL
☆9Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for study-ReinforcementLearning
- Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]☆157Updated 3 years ago
- Implementations of Coursera Reinforcement Learning Specialization☆41Updated 4 years ago
- Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]☆106Updated 2 years ago
- Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...☆197Updated last year
- My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning☆90Updated 5 years ago
- Reinforcement Learning using Policy Gradient to solve OpenAI Gym games☆110Updated 6 years ago
- My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019☆165Updated last year
- Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math☆348Updated 3 years ago
- Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch fra…☆133Updated last year
- DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DD…☆322Updated last year
- Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow☆839Updated 4 years ago
- Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approxi…☆731Updated 5 years ago
- Prioritized Experience Replay (PER) implementation in PyTorch☆302Updated 4 years ago
- [Coursera] Reinforcement Learning Specialization by "University of Alberta" & "Alberta Machine Intelligence Institute"☆197Updated 4 years ago
- Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)☆154Updated 4 years ago
- Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym☆173Updated 6 years ago
- Solving OpenAI Gym problems.☆182Updated 3 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)☆250Updated 3 years ago
- ☆187Updated 2 years ago
- ☆348Updated last year
- 🐲 Stanford CS234 : Reinforcement Learning☆21Updated 5 years ago
- Hands-on Reinforcement Learning with PyTorch, published by [Packt]☆49Updated 3 years ago
- Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]☆262Updated 4 years ago
- Deep Reinforcement Learning with Python, Second Edition, published by Packt☆173Updated last year
- This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Duel…☆665Updated 3 years ago
- Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)☆211Updated 2 years ago
- Tensorflow implementation of Deepminds dqn with double dueling networks☆213Updated 4 years ago
- A pytorch tutorial for DRL(Deep Reinforcement Learning)☆206Updated last year