TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
☆2,991Jan 16, 2026Updated last month
Alternatives and similar repositories for agents
Users that are interested in agents are comparing it to the libraries listed below
Sorting:
- Tensorforce: a TensorFlow library for applied reinforcement learning☆3,312Jul 31, 2024Updated last year
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,325Sep 4, 2022Updated 3 years ago
- A library of reinforcement learning components and agents☆3,927Feb 16, 2026Updated last week
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,682Feb 12, 2026Updated 2 weeks ago
- Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.☆10,844Nov 4, 2024Updated last year
- TensorFlow Reinforcement Learning☆3,134Dec 8, 2022Updated 3 years ago
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,650Aug 1, 2024Updated last year
- Deep Reinforcement Learning for Keras.☆5,555Sep 17, 2023Updated 2 years ago
- A toolkit for reproducible reinforcement learning research.☆2,082May 4, 2023Updated 2 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,529Apr 13, 2024Updated last year
- A toolkit for developing and comparing reinforcement learning algorithms.☆37,055Oct 11, 2024Updated last year
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,198Oct 17, 2022Updated 3 years ago
- Reinforcement Learning in PyTorch☆2,275Jan 4, 2021Updated 5 years ago
- An educational resource to help anyone learn deep reinforcement learning.☆11,612Aug 5, 2024Updated last year
- Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research☆765Feb 5, 2026Updated 3 weeks ago
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,415Updated this week
- ☆1,407Dec 9, 2025Updated 2 months ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆12,797Feb 21, 2026Updated last week
- OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.☆5,035Feb 20, 2026Updated last week
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆21,900Jul 13, 2023Updated 2 years ago
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆41,516Updated this week
- TensorFlow2 Reinforcement Learning☆476Feb 13, 2022Updated 4 years ago
- rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.☆3,045Jun 10, 2023Updated 2 years ago
- Collection of reinforcement learning algorithms☆2,867Jun 17, 2024Updated last year
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,405Nov 29, 2023Updated 2 years ago
- Python Implementation of Reinforcement Learning: An Introduction☆14,571Aug 9, 2024Updated last year
- SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's arch…☆837Nov 29, 2022Updated 3 years ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆34,940Updated this week
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,464Feb 13, 2026Updated 2 weeks ago
- A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.☆1,019Mar 13, 2019Updated 6 years ago
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,321Feb 6, 2026Updated 3 weeks ago
- Simple and easily configurable grid world environments for reinforcement learning☆2,403Feb 19, 2026Updated last week
- RLgraph: Modular computation graphs for deep reinforcement learning☆323Nov 5, 2019Updated 6 years ago
- Build Graph Nets in Tensorflow☆5,394Dec 12, 2022Updated 3 years ago
- Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".☆1,334Updated this week
- A set of Deep Reinforcement Learning Agents implemented in Tensorflow.☆2,274Feb 12, 2019Updated 7 years ago
- The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environmen…☆19,189Updated this week
- Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games☆560Jun 26, 2023Updated 2 years ago
- Google Research☆37,367Updated this week