google-deepmind / acmeLinks
A library of reinforcement learning components and agents
☆3,838Updated last month
Alternatives and similar repositories for acme
Users that are interested in acme are comparing it to the libraries listed below
Sorting:
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,526Updated last year
- A toolkit for reproducible reinforcement learning research.☆2,047Updated 2 years ago
- Reinforcement Learning in PyTorch☆2,267Updated 4 years ago
- TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.☆2,968Updated 4 months ago
- ☆1,372Updated last month
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,312Updated this week
- A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.☆3,155Updated this week
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,669Updated 3 weeks ago
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,183Updated this week
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,315Updated 3 years ago
- SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's arch…☆834Updated 2 years ago
- Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research☆748Updated this week
- Collection of reinforcement learning algorithms☆2,800Updated last year
- A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents include…☆2,609Updated 3 weeks ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,351Updated 2 weeks ago
- Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".☆1,312Updated this week
- Python library for Reinforcement Learning.☆913Updated 3 months ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,189Updated 3 years ago
- PFRL: a PyTorch-based deep reinforcement learning library☆1,249Updated last year
- OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.☆4,827Updated last week
- MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.☆3,083Updated last year
- Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms☆2,351Updated 2 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,367Updated last year
- High throughput synchronous and asynchronous reinforcement learning☆949Updated this week
- JAX-based neural network library☆3,114Updated last month
- Rainbow: Combining Improvements in Deep Reinforcement Learning☆1,656Updated 3 years ago
- TensorFlow Reinforcement Learning☆3,134Updated 2 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,360Updated last year
- Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillio…☆3,494Updated last year
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,847Updated 3 years ago