PyTorch Agent Net: reinforcement learning toolkit for pytorch
☆553Oct 29, 2024Updated last year
Alternatives and similar repositories for ptan
Users that are interested in ptan are comparing it to the libraries listed below
Sorting:
- Hands-on Deep Reinforcement Learning, published by Packt☆3,085Updated this week
- Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt☆1,277Apr 4, 2024Updated last year
- Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".☆1,334Updated this week
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,412Apr 16, 2024Updated last year
- Velocity in deep-learning research☆279Dec 8, 2022Updated 3 years ago
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,876May 29, 2022Updated 3 years ago
- Rainbow: Combining Improvements in Deep Reinforcement Learning☆1,660Jan 13, 2022Updated 4 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,272Feb 9, 2021Updated 5 years ago
- CuLE: A CUDA port of the Atari Learning Environment (ALE)☆241Nov 21, 2022Updated 3 years ago
- Reinforcement Learning in PyTorch☆2,274Jan 4, 2021Updated 5 years ago
- Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL☆3,163Nov 4, 2021Updated 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
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,651Aug 1, 2024Updated last year
- Simple tools for statistical analyses in RL experiments☆67Jun 21, 2018Updated 7 years ago
- lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.☆378Nov 19, 2022Updated 3 years ago
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆719May 12, 2024Updated last year
- Deep Reinforcement Learning library for humans☆298Aug 17, 2017Updated 8 years ago
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,325Sep 4, 2022Updated 3 years ago
- Deep Reinforcement Learning with pytorch & visdom☆804Jul 16, 2020Updated 5 years ago
- Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillio…☆3,555May 25, 2024Updated last year
- A Platform for Many-Agent Reinforcement Learning☆1,757Oct 22, 2022Updated 3 years ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,198Oct 17, 2022Updated 3 years ago
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,684Feb 12, 2026Updated 3 weeks ago
- An educational resource to help anyone learn deep reinforcement learning.☆11,612Aug 5, 2024Updated last year
- TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.☆2,993Jan 16, 2026Updated last month
- Tensorforce: a TensorFlow library for applied reinforcement learning☆3,312Jul 31, 2024Updated last year
- Python Implementation of Reinforcement Learning: An Introduction☆14,569Aug 9, 2024Updated last year
- Implementation of PPO in Pytorch☆41Dec 6, 2017Updated 8 years ago
- Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.☆10,845Nov 4, 2024Updated last year
- Repo for the Deep Reinforcement Learning Nanodegree program☆5,146Nov 16, 2023Updated 2 years ago
- A PyTorch implementation of Rainbow DQN agent☆170Apr 23, 2018Updated 7 years ago
- TensorFlow Reinforcement Learning☆3,135Dec 8, 2022Updated 3 years ago
- A reinforcement learning framework☆157Dec 26, 2018Updated 7 years ago
- Collection of reinforcement learning algorithms☆2,868Jun 17, 2024Updated last year
- A PyTorch Platform for Distributed RL☆751Sep 15, 2021Updated 4 years ago
- Code for the paper "Exploration by Random Network Distillation"☆932Oct 1, 2020Updated 5 years ago
- RLtime is a reinforcement learning library focused on state-of-the-art q-learning algorithms and features☆142Sep 23, 2019Updated 6 years ago
- Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)☆372Aug 1, 2019Updated 6 years ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆21,903Jul 13, 2023Updated 2 years ago