Wangxh329 / Neural-Networks-and-Deep-Learning
These are some course homeworks and project of ECE 239AS @ UCLA.
☆6Updated 5 years ago
Alternatives and similar repositories for Neural-Networks-and-Deep-Learning:
Users that are interested in Neural-Networks-and-Deep-Learning are comparing it to the libraries listed below
- Python implementations of the RL algorithms in examples and figures in Sutton & Barto, Reinforcement Learning: An Introduction☆86Updated 6 years ago
- Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]☆106Updated 2 years ago
- My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning☆90Updated 5 years ago
- ☆8Updated 6 years ago
- Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch fra…☆134Updated 2 years ago
- ☆187Updated 3 years ago
- Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approxi…☆746Updated 6 years ago
- My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019☆166Updated last year
- Pytorch solutions for UC Berkeley's cs285 assignments☆124Updated 3 years ago
- My solutions to Berkeley's CS294 (Deep Reinforcement Learning) Homework☆36Updated 6 years ago
- An advanced course on reinforcement learning offered at Columbia University IEOR in Spring 2018☆62Updated 4 years ago
- Implementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)☆154Updated 4 years ago
- Atari - Deep Reinforcement Learning algorithms in TensorFlow☆135Updated 10 months ago
- Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math☆396Updated 3 years ago
- Animated interactive visualization of RL algorithms☆24Updated 3 years ago
- Notes and exercise solutions for second edition of Sutton & Barto's book☆364Updated 2 years ago
- Materials for the Practical Sessions of the Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).☆88Updated 5 years ago
- 🕹️ Flappy Bird hack using Deep Reinforcement Learning with Double Q-learning☆20Updated 3 years ago
- Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]☆157Updated 4 years ago
- Implementation of Inverse Reinforcement Learning Algorithm on a toy car in a 2D world problem, (Apprenticeship Learning via Inverse Reinf…☆176Updated 3 years ago
- ☆14Updated 4 years ago
- 🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉☆151Updated 5 years ago
- This is a repository of DQN and its variants implementation in PyTorch based on the original papar.☆13Updated 5 years ago
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆681Updated last year
- Python Implementation of Reinforcement Learning: An Introduction☆246Updated 6 years ago
- Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.☆203Updated 5 years ago
- PyTorch implementation of deep reinforcement learning algorithms☆493Updated 3 years ago
- A high-performance Atari A3C agent in 180 lines of PyTorch☆171Updated 3 years ago
- Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)☆253Updated 3 years ago
- Deep reinforcement learning model implementation in Tensorflow + OpenAI gym☆290Updated last year