MishaLaskin / curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
☆583Updated 4 years ago
Alternatives and similar repositories for curl:
Users that are interested in curl are comparing it to the libraries listed below
- Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)☆484Updated 2 years ago
- DrQ: Data regularized Q☆413Updated 2 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆549Updated last year
- PyTorch implementation of Soft Actor-Critic (SAC)☆532Updated 3 years ago
- 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
- A PyTorch Platform for Distributed RL☆746Updated 3 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆369Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆297Updated last year
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆617Updated 3 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆526Updated 3 years ago
- Code for conservative Q-learning☆427Updated 3 years ago
- This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.☆422Updated 3 years ago
- DrQ-v2: Improved Data-Augmented Reinforcement Learning☆379Updated 2 years ago
- Imitation learning algorithms☆505Updated 7 months ago
- ☆338Updated 2 years ago
- ☆390Updated 5 years ago
- Code for the paper "Offline Reinforcement Learning as One Big Sequence Modeling Problem"☆485Updated 2 years ago
- Random Network Distillation pytorch☆247Updated 6 years ago
- PyTorch implementation of SAC-Discrete.☆299Updated 7 months ago
- PyTorch implementation of soft actor critic☆860Updated 3 years ago
- A collection of reference environments for offline reinforcement learning☆1,442Updated 4 months ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,275Updated last year
- This repository contains the code to implement the Hierarchical Actor-Critic (HAC) algorithm.☆260Updated 4 years ago
- Multi Task RL Baselines☆235Updated 3 years ago
- A repository of high-performing hierarchical reinforcement learning models and algorithms.☆297Updated last year
- Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO☆196Updated 2 years ago
- PyTorch implementation of Trust Region Policy Optimization☆438Updated 6 years ago
- Code for "Unsupervised State Representation Learning in Atari"☆247Updated last year
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆306Updated 3 years ago