🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.
☆70Feb 28, 2021Updated 5 years ago
Alternatives and similar repositories for DistRL-TensorFlow2
Users that are interested in DistRL-TensorFlow2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FQF(Fully parameterized Quantile Function for distributional reinforcement learning) is a general reinforcement learning framework for At…☆48Sep 26, 2020Updated 5 years ago
- Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regre…☆134May 5, 2019Updated 7 years ago
- 🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2☆606Jun 4, 2022Updated 3 years ago
- Model-based reinforcement learning using CEM, MPC and PETS☆16Nov 20, 2019Updated 6 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Bayesian Inverse Reinforcement Learning with simple environments☆19May 17, 2022Updated 4 years ago
- PyTorch implementation of QR-DQN: Distributional Reinforcement Learning with Quantile Regression☆30Aug 16, 2020Updated 5 years ago
- ☆10Mar 22, 2021Updated 5 years ago
- Reinforcement learning algorithm implementation☆10Oct 31, 2021Updated 4 years ago
- Implementation of Stein Variational Gradient Descent with TensorFlow 2.0☆12Sep 11, 2019Updated 6 years ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆191Jul 25, 2024Updated last year
- Revisiting Peng's Q(lambda) for Modern Reinforcement Learning☆15Jul 23, 2021Updated 4 years ago
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆14Jun 7, 2023Updated 2 years ago
- Minimal Decision Transformer Implementation written in Jax (Flax).☆18Aug 8, 2022Updated 3 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.
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆131Mar 21, 2021Updated 5 years ago
- PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER,…☆94Mar 4, 2023Updated 3 years ago
- Code for Diagnosing Bottlenecks in Deep Q-learning. Contains implementations of tabular environments plus solvers.☆18May 14, 2019Updated 7 years ago
- Closed-loop simulator of complex behavior and learning based on reinforcement learning and deep neural networks☆14Mar 20, 2026Updated 2 months ago
- Implementation of Soft Actor-Critic (SAC) algorithm using TensorFlow 2.1.0☆12May 13, 2020Updated 6 years ago
- Official implementation of the UMDQN algorithm presented in the scientific research paper entitled "Distributional Reinforcement Learning…☆11Jun 3, 2022Updated 3 years ago
- Experiments to train transformer network to master reinforcement learning environments.☆32Mar 14, 2021Updated 5 years ago
- Deep RL agents with PyTorch☆36Sep 25, 2021Updated 4 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
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆31Jan 16, 2023Updated 3 years ago
- A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)☆57Aug 25, 2017Updated 8 years ago
- Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)☆45Jun 8, 2023Updated 2 years ago
- Contextual Bandits Action Elimination DQN☆21Jun 25, 2018Updated 7 years ago
- Model-based Policy Gradients☆32Mar 12, 2020Updated 6 years ago
- Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3☆102Jul 19, 2022Updated 3 years ago
- Bingham Policy Parameterization for 3D Rotations in Reinforcement Learning☆26Feb 8, 2022Updated 4 years ago
- Distributed & asynchronous DQN implementation using gRPC and PyTorch.☆10Feb 15, 2021Updated 5 years ago
- a simple seqseq-autoencoder example of tensorflow☆13Sep 7, 2016Updated 9 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.
- Implementation of Dueling Network Architectures for Deep Reinforcement Learning paper with Pytorch☆15Sep 26, 2020Updated 5 years ago
- MELD: Meta-Reinforcement Learning from Images via Latent State Models https://arxiv.org/abs/2010.13957☆67Apr 30, 2021Updated 5 years ago
- ☆12Nov 21, 2023Updated 2 years ago
- ☆13Aug 29, 2019Updated 6 years ago
- ☆32Dec 1, 2019Updated 6 years ago
- Playing Mountain-Car without reward engineering, by combining DQN and Random Network Distillation (RND)☆41Jan 28, 2019Updated 7 years ago
- Inverse Reinforcement Learning Argorithms☆52May 13, 2019Updated 7 years ago