WilsonWangTHU / mbbl
☆390Updated 5 years ago
Alternatives and similar repositories for mbbl:
Users that are interested in mbbl are comparing it to the libraries listed below
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆444Updated last year
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆487Updated 2 years ago
- ☆193Updated last year
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆188Updated 2 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆369Updated 3 years ago
- Learning to Adapt in Dynamic, Real-World Environment through Meta-Reinforcement Learning☆211Updated 2 years ago
- ☆270Updated 6 years ago
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆484Updated 2 years ago
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆236Updated 2 years ago
- Multitask Environments for RL☆275Updated 3 years ago
- Bayesian Reinforcement Learning in Tensorflow☆320Updated 4 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆211Updated 10 months ago
- This repository contains the code to implement the Hierarchical Actor-Critic (HAC) algorithm.☆260Updated 4 years ago
- PyTorch implementation of Trust Region Policy Optimization☆438Updated 6 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆159Updated 4 years ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆532Updated 3 years ago
- Real-World RL Benchmark Suite☆352Updated 4 years ago
- Reinforcement learning algorithms for MuJoCo tasks☆388Updated last week
- ☆338Updated 2 years ago
- CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning☆583Updated 4 years ago
- Code for conservative Q-learning☆427Updated 3 years ago
- Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL☆349Updated 3 years ago
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model☆150Updated 4 years ago
- Deep Variational Reinforcement Learning☆134Updated 2 years ago
- Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)☆186Updated 2 years ago
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆297Updated last year
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆617Updated 3 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆167Updated 2 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆196Updated 2 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆165Updated 2 months ago