google-deepmind / acme
A library of reinforcement learning components and agents
☆3,666Updated this week
Alternatives and similar repositories for acme:
Users that are interested in acme are comparing it to the libraries listed below
- Reinforcement Learning in PyTorch☆2,250Updated 4 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,518Updated last year
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,257Updated 2 years ago
- ☆1,311Updated 3 weeks ago
- A toolkit for reproducible reinforcement learning research.☆1,968Updated 2 years ago
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,618Updated last month
- TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.☆2,902Updated this week
- Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms☆2,346Updated 2 years ago
- Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research☆726Updated 2 months ago
- OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.☆4,503Updated last week
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,051Updated this week
- TensorFlow Reinforcement Learning☆3,138Updated 2 years ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,173Updated 2 years ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,230Updated 3 months ago
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆2,910Updated last week
- MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.☆2,985Updated last year
- Collection of reinforcement learning algorithms☆2,667Updated 10 months ago
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆2,711Updated this week
- SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's arch…☆819Updated 2 years ago
- A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents include…☆2,397Updated last week
- Python library for Reinforcement Learning.☆874Updated 3 weeks ago
- rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.☆2,961Updated last year
- Tensorforce: a TensorFlow library for applied reinforcement learning☆3,310Updated 9 months ago
- A suite of test scenarios for multi-agent reinforcement learning.☆694Updated this week
- Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".☆1,279Updated 2 months ago
- High throughput synchronous and asynchronous reinforcement learning☆893Updated last week
- Library for Model Based RL☆995Updated 9 months ago
- An educational resource to help anyone learn deep reinforcement learning.☆10,854Updated 9 months ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆10,538Updated last week
- Massively parallel rigidbody physics simulation on accelerator hardware.☆2,649Updated last week