Kaixhin / PlaNet
Deep Planning Network: Control from pixels by latent planning with learned dynamics
☆365Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for PlaNet
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆430Updated last year
- ☆387Updated 5 years ago
- 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
- Multitask Environments for RL☆273Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆285Updated 9 months ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆204Updated 5 months ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆186Updated last year
- DrQ: Data regularized Q☆406Updated last year
- Code for "Unsupervised State Representation Learning in Atari"☆242Updated last year
- Repository for the paper "Planning to Explore via Self-Supervised World Models"☆215Updated last year
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆479Updated last year
- Tensorflow/Keras code and trained models for Episodic Curiosity Through Reachability☆199Updated 4 years ago
- ☆285Updated last year
- This repository contains the code to implement the Hierarchical Actor-Critic (HAC) algorithm.☆253Updated 4 years ago
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆191Updated 2 years ago
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆472Updated last year
- Real-World RL Benchmark Suite☆346Updated 4 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆513Updated 3 years ago
- Building Agents with Imagination: pytorch step-by-step implementation☆205Updated 5 years ago
- Reinforcement learning algorithms for MuJoCo tasks☆359Updated 4 months ago
- Basic versions of agents from Spinning Up in Deep RL written in PyTorch☆197Updated 3 years ago
- Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch☆568Updated 2 years ago
- ☆188Updated last year
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model☆149Updated 4 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
- Code for the paper "Phasic Policy Gradient"☆251Updated last year
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆294Updated 2 years ago
- Clone of OpenAI's Spinning Up in PyTorch☆146Updated 2 years ago
- ICML 2018 Self-Imitation Learning☆276Updated 4 years ago
- ☆331Updated 2 years ago