angusfung / population-based-training
Reproducing results from DeepMind's paper on Population Based Training of Neural Networks.
☆56Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for population-based-training
- High-quality implementations of deep reinforcement learning algorithms for experiments☆51Updated 2 months ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆90Updated 6 years ago
- Bayesian Uncertainty Exploration in Deep Reinforcement Learning☆17Updated 7 years ago
- Accompanying code for "Deep Reinforcement Learning that Matters"☆153Updated 7 years ago
- Simple tools for statistical analyses in RL experiments☆66Updated 6 years ago
- A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning☆94Updated 4 years ago
- Highly Modular and Scalable Reinforcement Learning☆114Updated 4 years ago
- Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Rei…☆36Updated 6 years ago
- Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regre…☆131Updated 5 years ago
- Actor Critic using Kronecker-Factored Trust Region☆19Updated 6 years ago
- C51-DDQN in Keras☆125Updated 7 years ago
- Population Based Training (in PyTorch with sqlite3). Status: Unsupported☆165Updated 6 years ago
- Ape-X DQN & DDPG with pytorch & tensorboard☆101Updated 5 years ago
- A reinforcement learning framework☆154Updated 5 years ago
- ☆35Updated 6 years ago
- RainBow, Tensorflow☆49Updated 6 years ago
- Meta Reinforcement Learning Experiments☆33Updated 7 years ago
- Code for the paper "Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition"☆37Updated 5 years ago
- A working implementation of the Categorical DQN (Distributional RL).☆96Updated 6 years ago
- ☆57Updated last year
- ☆117Updated 4 years ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆65Updated 6 years ago
- Source code for OpenAI Retro Contest for Sonic the Hedgehog☆30Updated 6 years ago
- A python implemenation of tabular MuZero for educational purposes☆21Updated 4 years ago
- NIPS 2017 Value Prediction Network☆166Updated 6 years ago
- This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"☆190Updated 5 years ago
- DQV-Learning: a novel faster synchronous Deep Reinforcement Learning algorithm☆25Updated last year
- Code accompanying the OptionGAN paper.☆43Updated 6 years ago
- PyTorch implementation of CommNet☆36Updated 6 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Updated 5 years ago