google-deepmind / bsuiteLinks
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
☆1,524Updated last year
Alternatives and similar repositories for bsuite
Users that are interested in bsuite are comparing it to the libraries listed below
Sorting:
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,183Updated 2 years ago
- Reinforcement Learning in PyTorch☆2,267Updated 4 years ago
- Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".☆1,286Updated 4 months ago
- ☆1,337Updated 2 months ago
- A toolkit for reproducible reinforcement learning research.☆1,997Updated 2 years ago
- SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's arch…☆824Updated 2 years ago
- Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research☆732Updated 4 months ago
- A PyTorch Platform for Distributed RL☆748Updated 3 years ago
- A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.☆1,007Updated 6 years ago
- Learning Latent Dynamics for Planning from Pixels☆1,200Updated 2 years ago
- Code for the paper "Exploration by Random Network Distillation"☆904Updated 4 years ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,273Updated 3 weeks ago
- hanabi_learning_environment is a research platform for Hanabi experiments.☆653Updated 2 years ago
- Spriteworld: a flexible, configurable python-based reinforcement learning environment☆370Updated 5 years ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆474Updated last year
- Code for Go-Explore: a New Approach for Hard-Exploration Problems☆573Updated 2 years ago
- PlayGround: AI Research into Multi-Agent Learning.☆772Updated last year
- Python library for Reinforcement Learning.☆887Updated 2 months ago
- Code repository for the Animal AI Olympics competition☆577Updated 2 years ago
- Evolution Strategies Tool☆951Updated 2 years ago
- Dream to Control: Learning Behaviors by Latent Imagination☆648Updated 4 years ago
- A PyTorch library for building deep reinforcement learning agents.☆648Updated last year
- A library of reinforcement learning components and agents☆3,729Updated last month
- Code for the paper "Large-Scale Study of Curiosity-Driven Learning"☆819Updated 3 years ago
- Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms☆2,348Updated 2 years ago
- A simple OpenAI Gym environment for single and multi-agent reinforcement learning☆758Updated last year
- Rainbow: Combining Improvements in Deep Reinforcement Learning☆1,633Updated 3 years ago
- Deep Neuroevolution☆1,652Updated last year
- [ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning☆1,441Updated 2 years ago
- Library for Model Based RL☆1,007Updated 11 months ago