cxxgtxy / deeprl-baselines
Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Reinforcement Learning
☆36Updated 6 years ago
Alternatives and similar repositories for deeprl-baselines:
Users that are interested in deeprl-baselines are comparing it to the libraries listed below
- RainBow, Tensorflow☆49Updated 6 years ago
- Meta Reinforcement Learning Experiments☆33Updated 7 years ago
- Ape-X DQN & DDPG with pytorch & tensorboard☆103Updated 5 years ago
- High-quality implementations of deep reinforcement learning algorithms for experiments☆51Updated 5 months ago
- Random Network Distillation(RND) algo in Pytorch☆48Updated 5 years ago
- TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x☆62Updated 3 years ago
- Reinforcement Learning implementations and research prototyping in TensorFlow☆81Updated 5 years ago
- PyTorch implementation of Proximal Policy Optimization☆50Updated 7 years ago
- Tensorflow Implementation for "Noisy network for exploration"☆32Updated 7 years ago
- This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super M…☆79Updated 6 years ago
- This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.☆66Updated 6 years ago
- ☆69Updated 6 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Updated 5 years ago
- Unofficial Implementation of GAN Q Learning https://arxiv.org/abs/1805.04874☆45Updated 4 years ago
- ☆35Updated 6 years ago
- A comparison of parameter space noise methods for exploration in deep reinforcement learning☆27Updated 5 years ago
- Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regre…☆132Updated 5 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆93Updated 6 years ago
- Distributed implementation of popular evolutionary methods☆64Updated 7 years ago
- C51-DDQN in Keras☆125Updated 7 years ago
- Pytorch implementation of Distributed Proximal Policy Optimization: https://arxiv.org/abs/1707.02286☆181Updated 6 years ago
- A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning☆94Updated 4 years ago
- Duel_DDQN (Dueling Network Architectures + Double DQN) using Keras☆31Updated 8 years ago
- PyTorch RL for Pommerman☆38Updated 6 years ago
- Reproducing results from DeepMind's paper on Population Based Training of Neural Networks.☆56Updated 6 years ago
- This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"☆189Updated 5 years ago
- In Progress : State of the art Distributed Distributional Deep Deterministic Policy Gradient algorithm implementation in pytorch.☆19Updated 6 years ago
- Pytorch implementation of "FeUdal Networks for Hierarchical Reinforcement Learning" for Montezuma's Revenge☆93Updated 2 years ago
- Bayesian Uncertainty Exploration in Deep Reinforcement Learning☆18Updated 7 years ago
- PyTorch implementation of Advantage Actor-Critic (A2C)☆44Updated 7 years ago