vitchyr / multiworld
Multitask Environments for RL
☆273Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for multiworld
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆232Updated 2 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆204Updated 5 months ago
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆224Updated 4 years ago
- ☆387Updated 5 years ago
- This repository contains the code to implement the Hierarchical Actor-Critic (HAC) algorithm.☆253Updated 4 years ago
- ☆261Updated 6 years ago
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model☆149Updated 4 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆186Updated last year
- ☆130Updated 5 years ago
- Reinforcement learning algorithms for MuJoCo tasks☆359Updated 4 months ago
- Paper Collection for Imitation Learning in RL.☆133Updated 2 years ago
- rllab's viskit with some added features☆73Updated last year
- ☆188Updated last year
- Learning to Adapt in Dynamic, Real-World Environment through Meta-Reinforcement Learning☆208Updated last year
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆430Updated last year
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆479Updated last year
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆365Updated 3 years ago
- Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined wit…☆186Updated 3 years ago
- Implementation of the Option-Critic Architecture on the Atari (ALE) environment☆169Updated 7 years ago
- ☆110Updated last year
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆472Updated last year
- DHER: Hindsight Experience Replay for Dynamic Goals (ICLR-2019)☆66Updated 5 years ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆294Updated 2 years ago
- Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines fro…☆152Updated 3 years ago
- Soft Actor-Critic☆141Updated 6 years ago
- pytorch-implementation of Dreamer (Model-based Image RL Algorithm)☆162Updated 2 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆158Updated 4 years ago
- ☆90Updated 11 months ago
- Deep Variational Reinforcement Learning☆134Updated 2 years ago
- ☆331Updated 2 years ago