PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER, Noisy layer, N-step bootstrapping, Dueling architecture and parallel env support.
☆94Mar 4, 2023Updated 3 years ago
Alternatives and similar repositories for IQN-and-Extensions
Users that are interested in IQN-and-Extensions are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of the state-of-the-art distributional reinforcement learning algorithm Fully Parameterized Quantile Function (FQF…☆34Oct 10, 2020Updated 5 years ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆191Jul 25, 2024Updated last year
- PyTorch implementation of QR-DQN: Distributional Reinforcement Learning with Quantile Regression☆30Aug 16, 2020Updated 5 years ago
- Implementation of some of the Deep Distributional Reinforcement Learning Algorithms.☆26Jun 17, 2025Updated 10 months ago
- Distributional Soft Actor Critic☆62Jun 6, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Deep Reinforcement Learning Strategy and Framework for Floating Waste Capture☆13Mar 13, 2025Updated last year
- Adaptive Risk Tendency Implicit Quantile Network for Drone Navigation under Partial Observability.☆38Mar 29, 2022Updated 4 years ago
- PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN☆46Oct 4, 2020Updated 5 years ago
- PyTorch implementation of D4PG with the SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2R…☆24Apr 7, 2021Updated 5 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
- Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.☆217Mar 15, 2023Updated 3 years ago
- Reinforcement learning algorithm implementation☆10Oct 31, 2021Updated 4 years ago
- Official repository for paper "Conservative Offline Distributional Reinforcement Learning" (NeurIPS 2021)☆22Aug 1, 2021Updated 4 years ago
- FQF(Fully parameterized Quantile Function for distributional reinforcement learning) is a general reinforcement learning framework for At…☆48Sep 26, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.0918…☆48Apr 14, 2019Updated 7 years ago
- Implicit Distributional Actor Critic☆11Dec 8, 2021Updated 4 years ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆295Feb 24, 2021Updated 5 years ago
- ICLR Reproducibility Challenge for Discriminator-Actor-Critic☆20Jan 7, 2019Updated 7 years ago
- Code for Optimistic Exploration even with a Pessimistic Initialisation☆14Aug 4, 2020Updated 5 years ago
- PyTorch - Implicit Quantile Networks - Quantile Regression - C51☆22Jul 26, 2019Updated 6 years ago
- DSAC; Distributional Soft Actor-Critic☆142Feb 12, 2025Updated last year
- [ICML 2022] Robust Deep Reinforcement Learning through Bootstrapped Opportunistic Curriculum☆11Jul 15, 2022Updated 3 years ago
- Efficient Exploration through Bayesian Deep-Q Networks.☆18Mar 22, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [UR 2023] Robust Route Planning with Distributional Reinforcement Learning in a Stochastic Road Network Environment☆22Jun 19, 2024Updated last year
- A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning☆99Sep 3, 2020Updated 5 years ago
- ☆33Mar 19, 2024Updated 2 years ago
- 🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.☆70Feb 28, 2021Updated 5 years ago
- [ICRA 2024] Decentralized Multi-Robot Navigation for Autonomous Surface Vehicles with Distributional Reinforcement Learning☆113Feb 19, 2026Updated 2 months ago
- [IROS 2023] Robust Unmanned Surface Vehicle Navigation with Distributional Reinforcement Learning☆87Oct 13, 2025Updated 6 months ago
- Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.☆81Oct 25, 2020Updated 5 years ago
- ☆11Oct 19, 2020Updated 5 years ago
- [RA-L 2025] Distributional Reinforcement Learning Based Integrated Decision Making and Control for Autonomous Surface Vehicles☆27Feb 4, 2026Updated 3 months 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.
- Actor-Sharer-Learner training framework for off-policy DRL algorithms☆22Dec 29, 2024Updated last year
- Fuzzy Deep Reinforcement Learning for autoscaling on clouds☆11Jan 18, 2021Updated 5 years ago
- ☆25Oct 29, 2024Updated last year
- The implementation of Discriminator Soft Actor Critic☆15Jan 25, 2020Updated 6 years ago
- Deep Q-Network (DQN) and Fitted Q-Iteration (FQI) tutorial for RL Summer School 2023 and 2026☆90Apr 20, 2026Updated 2 weeks ago
- Robust Reinforcement Learning Benchmark☆12Sep 22, 2024Updated last year
- Official implementation of A Mixture of Surprises for Unsupervised Reinforcement Learning☆23Nov 16, 2022Updated 3 years ago