louaaron / CS294_homework
My solutions to Berkeley's CS294 (Deep Reinforcement Learning) Homework
☆36Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for CS294_homework
- Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning☆140Updated 7 years ago
- Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.☆151Updated last year
- My solution to assignments in UC Berkeley CS294-112: Deep Reinforcement Learning☆90Updated 5 years ago
- Reinforcement Learning implementations and research prototyping in TensorFlow☆80Updated 5 years ago
- Ape-X DQN & DDPG with pytorch & tensorboard☆102Updated 5 years ago
- Tensorflow implementation of generative adversarial imitation learning☆200Updated 6 years ago
- A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)☆56Updated 7 years ago
- homework for CS294 Fall 2017☆168Updated 6 years ago
- An implement of DQfD(Deep Q-learning from Demonstrations) raised by DeepMind:Learning from Demonstrations for Real World Reinforcement Le…☆131Updated 6 years ago
- RL library based on algorithms from the book <A-introduction-to-reinforcement-learning>☆89Updated 6 years ago
- homework for CS234 2017☆152Updated 6 years ago
- Implementation of DDPG (Modified from the work of Patrick Emami) - Tensorflow (no TFLearn dependency), Ornstein Uhlenbeck noise function,…☆65Updated 7 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆180Updated 6 years ago
- Atari - Deep Reinforcement Learning algorithms in TensorFlow☆135Updated 7 months ago
- This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement le…☆214Updated 5 years ago
- Implementations of deep RL papers and random experimentation☆177Updated 6 years ago
- ☆161Updated 7 years ago
- ☆10Updated 6 years ago
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆182Updated 5 years ago
- Adversarial Imitation Via Variational Inverse Reinforcement Learning☆95Updated 4 years ago
- Assignments for CS294-112 Fall2018 in Pytorch☆63Updated 6 years ago
- reimplementation of the ddpg algorithm using tensorflow☆38Updated 8 years ago
- An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161☆178Updated 7 years ago
- Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action☆112Updated 6 years ago
- High-quality implementations of deep reinforcement learning algorithms for experiments☆51Updated 2 months ago
- Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]☆106Updated 2 years ago
- Noisy Networks for Exploration☆185Updated 6 years ago
- PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch☆114Updated 7 years ago
- Code for hierarchical imitation learning and reinforcement learning☆286Updated 6 years ago
- Deep Recurrent Attention Reinforcement Learning in Atari☆82Updated 6 years ago