PyTorch implementation of D4PG with the SOTA IQN Critic instead of C51. Implementation includes also the extensions Munchausen RL and D2RL which can be added to D4PG to improve its performance.
☆24Apr 7, 2021Updated 5 years ago
Alternatives and similar repositories for D4PG
Users that are interested in D4PG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Modular Library for Off-Policy Reinforcement Learning with a focus on SafeRL and distributed computing☆137Aug 29, 2025Updated 10 months ago
- Official implementation of the algorithmic approach presented in the research paper entitled "Risk-Sensitive Policy with Distributional R…☆16Dec 19, 2022Updated 3 years ago
- In Progress : State of the art Distributed Distributional Deep Deterministic Policy Gradient algorithm implementation in pytorch.☆19Jun 15, 2018Updated 8 years ago
- Distributional Soft Actor Critic☆63Jun 6, 2020Updated 6 years ago
- Tensorflow implementation of a Deep Distributed Distributional Deterministic Policy Gradients (D4PG) network, trained on OpenAI Gym envir…☆126Jan 13, 2020Updated 6 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.
- PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER,…☆94Mar 4, 2023Updated 3 years ago
- Implicit Distributional Actor Critic☆11Dec 8, 2021Updated 4 years ago
- Implicit Normalizing Flows + Reinforcement Learning☆62May 31, 2019Updated 7 years ago
- on-policy optimization baselines for deep reinforcement learning☆32Apr 3, 2020Updated 6 years ago
- PyTorch - Implicit Quantile Networks - Quantile Regression - C51☆22Jul 26, 2019Updated 7 years ago
- PyTorch implementation of the state-of-the-art distributional reinforcement learning algorithm Fully Parameterized Quantile Function (FQF…☆34Oct 10, 2020Updated 5 years ago
- DSAC; Distributional Soft Actor-Critic☆142Feb 12, 2025Updated last year
- Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation.☆13Feb 25, 2025Updated last year
- ☆14Jun 26, 2019Updated 7 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.
- PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN☆46Oct 4, 2020Updated 5 years ago
- curriculum☆27Feb 7, 2023Updated 3 years ago
- The visualization of a multi-agent reinforcement learning (MARL)-based strategy with efficient exploration strategy.☆20Oct 28, 2022Updated 3 years ago
- PyTorch implementation of R2D2 (Recurrent Replay Distributed DPG (not DQN))☆14Mar 22, 2019Updated 7 years ago
- Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning☆15Apr 25, 2024Updated 2 years ago
- ☆13Feb 13, 2024Updated 2 years ago
- PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL…☆297Feb 24, 2021Updated 5 years ago
- Official repo for our AAAI'21 paper, https://arxiv.org/abs/2007.12354☆30Jul 14, 2021Updated 5 years ago
- soft q learning and soft actor critic☆16Dec 23, 2018Updated 7 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.
- Open source code combining implementations of Upside Down Reinforcement Learning and Reward Conditioned Policies☆19Mar 10, 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
- A PyTorch implementation of "WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning"☆44Mar 1, 2023Updated 3 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆26Feb 3, 2022Updated 4 years ago
- A PyTorch implementation of SEED, originally created by Google Research for TensorFlow 2.☆14Dec 8, 2020Updated 5 years ago
- Achieves path following of an autonomous surface vessel (ASV) with a Deep Q-Network (DQN) agent. This code uses reinforcement learning to…☆15Jan 28, 2025Updated last year
- The implement of all kinds of dqn reinforcement learning with Pytorch☆97Mar 25, 2021Updated 5 years ago
- 通过python3.6编程，利用DQN算法实现机器学习避开障碍走到迷宫终点。（Through python3.6 programming, I use DQN algorithm to achieve machine learning and avoid obstacles…☆10Apr 15, 2018Updated 8 years ago
- This is the official code repository for the paper "Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Ag…☆12Apr 9, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.☆13Jul 19, 2024Updated 2 years ago
- A CLI tool for browsing and playing anime from Crunchyroll.☆14Sep 10, 2023Updated 2 years ago
- Multi-Modal Mutual Information (MuMMI) Training for Robust Self-Supervised Deep Reinforcement Learning☆13Jun 28, 2022Updated 4 years ago
- Implementation of Continuous Control RL Algorithms☆11Dec 8, 2022Updated 3 years ago
- [ICLR 2024 Spotlight] Code for the paper "Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making"☆12Apr 22, 2024Updated 2 years ago
- ☆17Nov 9, 2025Updated 8 months ago
- The implementation of TNNLS paper "Multi-agent Continual Coordination via Progressive Task Contextualization".☆17Dec 24, 2024Updated last year