txizzle / drl
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
- My solutions to Berkeley's CS294 (Deep Reinforcement Learning) Homework☆36Updated 6 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…☆52Updated 5 years ago
- Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.☆150Updated last year
- ☆159Updated 7 years ago
- Implementations of deep RL papers and random experimentation☆176Updated 7 years ago
- RUDDER for ATARI games with delayed rewards in OpenAI Baselines package☆266Updated 5 years ago
- Noisy Networks for Exploration☆186Updated 7 years ago
- Accompanying code for "Deep Reinforcement Learning that Matters"☆152Updated 7 years ago
- Simplest Version of playing Atari with Deep Q Learning in Tensorflow☆158Updated 7 years ago
- A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)☆56Updated 7 years ago
- PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch☆114Updated 8 years ago
- ☆117Updated 4 years ago
- Easy TensorFlow logging for quick prototypes☆110Updated 3 years ago
- Awesome RL: Papers, Books, Codes, Benchmarks☆116Updated last year
- This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement le…☆215Updated 5 years ago
- "Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow☆192Updated 6 years ago
- Reinforcement Learning implementations and research prototyping in TensorFlow☆82Updated 5 years ago
- A PyTorch implementation of Rainbow DQN agent☆169Updated 6 years ago
- A list of deep neural network architectures for reinforcement learning tasks.☆168Updated 8 years ago
- Code for the paper "Evolved Policy Gradients"☆250Updated 6 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆183Updated 7 years ago
- [NIPS 2017] InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations☆178Updated 5 months 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
- Tensorflow implementation of generative adversarial imitation learning☆200Updated 6 years ago
- TensorFlow implementation of the DDPG algorithm from the paper Continuous Control with Deep Reinforcement Learning (ICLR 2016)☆212Updated 7 years ago
- homework for CS294 Fall 2017☆167Updated 7 years ago
- A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow☆180Updated 6 years ago
- Value Iteration Networks☆289Updated 7 years ago
- Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regre…☆132Updated 5 years ago
- implement of prioritized experience replay☆159Updated 6 years ago