MishaLaskin / curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
☆578Updated 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)☆483Updated 2 years ago
- DrQ: Data regularized Q☆414Updated 2 years ago
- Deep Planning Network: Control from pixels by latent planning with learned dynamics☆370Updated 3 years ago
- PyTorch implementation of Soft Actor-Critic (SAC)☆526Updated 3 years ago
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆543Updated last year
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆482Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆524Updated 3 years ago
- Code for conservative Q-learning☆424Updated 3 years ago
- ☆337Updated 2 years ago
- ☆389Updated 5 years ago
- A PyTorch Platform for Distributed RL☆747Updated 3 years ago
- Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆441Updated last year
- PyTorch implementation of Trust Region Policy Optimization☆435Updated 6 years ago
- ☆191Updated last year
- Code for "Unsupervised State Representation Learning in Atari"☆245Updated last year
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆668Updated 9 months ago
- This repository contains the code to implement the Hierarchical Actor-Critic (HAC) algorithm.☆258Updated 4 years ago
- A collection of reference environments for offline reinforcement learning☆1,414Updated 3 months ago
- Author's PyTorch implementation of BCQ for continuous and discrete actions☆607Updated 3 years ago
- Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)☆370Updated 5 years ago
- Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.☆294Updated last year
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆654Updated 2 years ago
- Multitask Environments for RL☆275Updated 3 years ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆730Updated last year
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,155Updated 4 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆465Updated 10 months ago
- PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)☆238Updated 4 years ago
- PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments☆304Updated 3 years ago
- Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"☆188Updated 2 years ago
- RAD: Reinforcement Learning with Augmented Data☆405Updated 3 years ago