txizzle / drlLinks
Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning
☆140Updated 7 years ago
Alternatives and similar repositories for drl
Users that are interested in drl are comparing it to the libraries listed below
Sorting:
- Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.☆151Updated 2 years ago
- PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch☆114Updated 8 years ago
- My solutions to Berkeley's CS294 (Deep Reinforcement Learning) Homework☆36Updated 7 years ago
- Implementations of deep RL papers and random experimentation☆177Updated 7 years ago
- I am implementing a lot of reinforcement learning and imitation learning algorithms since I'm sick of reading about them but not really u…☆51Updated 5 years ago
- A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)☆57Updated 7 years ago
- Noisy Networks for Exploration☆186Updated 7 years ago
- RUDDER for ATARI games with delayed rewards in OpenAI Baselines package☆267Updated 5 years ago
- ☆159Updated 7 years ago
- Accompanying code for "Deep Reinforcement Learning that Matters"☆152Updated 7 years ago
- Assignments for Berkeley CS 294: Deep Reinforcement Learning (Fall 2017)☆42Updated 7 years ago
- A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well☆91Updated 8 years ago
- Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras☆160Updated 5 years ago
- homework for CS234 2017☆151Updated 7 years ago
- Simplest Version of playing Atari with Deep Q Learning in Tensorflow☆158Updated 7 years ago
- "Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow☆192Updated 6 years ago
- Benchmark and build RL architectures that can do multitask and transfer learning.☆143Updated 2 years ago
- Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conferen…☆276Updated 5 years ago
- Easy TensorFlow logging for quick prototypes☆110Updated 3 years ago
- Ape-X DQN & DDPG with pytorch & tensorboard☆102Updated 6 years ago
- Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)☆319Updated 4 years ago
- A list of deep neural network architectures for reinforcement learning tasks.☆169Updated 8 years ago
- My Exploration on Deep Reinforcement Learning Survey☆432Updated 7 years ago
- implement of prioritized experience replay☆159Updated 6 years ago
- Value Iteration Networks☆289Updated 8 years ago
- Collection of Deep Reinforcement Learning algorithms☆299Updated 6 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆183Updated 7 years ago
- PyTorch implementation of Value Iteration Networks (VIN): Clean, Simple and Modular. Visualization in Visdom.☆227Updated 8 years ago
- Imitation Learning Homework 1☆36Updated 7 years ago
- TensorFlow implementation of the DDPG algorithm from the paper Continuous Control with Deep Reinforcement Learning (ICLR 2016)☆214Updated 7 years ago