Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51
☆324Mar 9, 2020Updated 6 years ago
Alternatives and similar repositories for deep-Q-networks
Users that are interested in deep-Q-networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC☆100Jul 23, 2019Updated 6 years ago
- Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch☆564May 12, 2018Updated 8 years ago
- A library for ready-made reinforcement learning agents and reusable components for neat prototyping☆302Feb 13, 2024Updated 2 years ago
- DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow,…☆122Dec 18, 2020Updated 5 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,630Mar 24, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL☆3,179Nov 4, 2021Updated 4 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,079May 19, 2021Updated 5 years ago
- The implement of all kinds of dqn reinforcement learning with Pytorch☆97Mar 25, 2021Updated 5 years ago
- Minimal Deep Q Learning (DQN & DDQN) implementations in Keras☆1,323May 18, 2026Updated last month
- Deep reinforcement learning (DQN) implements robot path planning☆16Oct 1, 2020Updated 5 years ago
- Deep Q-Learning Network in pytorch (not actively maintained)☆430Nov 1, 2017Updated 8 years ago
- Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)☆550May 25, 2020Updated 6 years ago
- Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,D…☆97Mar 1, 2021Updated 5 years ago
- Basic DQN implementation☆226Dec 28, 2017Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,285Feb 9, 2021Updated 5 years ago
- A novel DDPG method with prioritized experience replay (IEEE SMC 2017)☆51Nov 13, 2018Updated 7 years ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,936Jul 25, 2024Updated last year
- Prioritized Experience Replay (PER) implementation in PyTorch☆361Feb 3, 2020Updated 6 years ago
- Solutions for different Reinforcement Learning environments☆26Aug 2, 2024Updated last year
- Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow☆2,024Jun 4, 2026Updated 2 weeks ago
- Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)☆782Dec 22, 2023Updated 2 years ago
- Implementation of Double DQN reinforcement learning for OpenAI Gym environments with PyTorch.☆71Jun 11, 2026Updated last week
- Dueling Double Deep Q Network with Prioritized Experience Replay Memory☆10Aug 19, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆447Jul 7, 2023Updated 2 years ago
- Reinforcement Learning | tensorflow implementation of DQN, Dueling DQN and Double DQN performed on Atari Breakout☆97Jun 22, 2018Updated 7 years ago
- ☆11Feb 20, 2020Updated 6 years ago
- PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.☆617Nov 11, 2017Updated 8 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,425Apr 16, 2024Updated 2 years ago
- very easy implementation of dueling DQN in pytorch☆74Dec 6, 2022Updated 3 years ago
- 2024.3.10 This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing …☆27Mar 7, 2024Updated 2 years ago
- Gym wrapper for pysc2☆10Sep 16, 2022Updated 3 years ago
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,900May 29, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Lua/Torch implementation of DQN (Nature, 2015)☆634Apr 6, 2017Updated 9 years ago
- Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch☆632Aug 13, 2018Updated 7 years ago
- Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT☆37Mar 25, 2024Updated 2 years ago
- Pytorch Implementation of Deep Kalman Filter☆12Sep 30, 2025Updated 8 months ago
- Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)☆356May 12, 2020Updated 6 years ago
- Experiments with reinforcement learning and recurrent neural networks☆116Oct 27, 2023Updated 2 years ago
- A simple RNN meta-learner☆10Dec 17, 2018Updated 7 years ago