🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.
☆69Feb 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:
- Risk-Averse Distributional Reinforcement Learning: Code☆28Nov 25, 2018Updated 7 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
- Implementation of 'A Distributional Perspective on Reinforcement Learning' and 'Distributional Reinforcement Learning with Quantile Regre…☆132May 5, 2019Updated 7 years ago
- 🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2☆602Jun 4, 2022Updated 4 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
- 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.
- 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
- Implementation of Stein Variational Gradient Descent with TensorFlow 2.0☆12Sep 11, 2019Updated 6 years ago
- PyTorch implementation of FQF, IQN and QR-DQN.☆192Jul 25, 2024Updated last year
- Revisiting Peng's Q(lambda) for Modern Reinforcement Learning☆15Jul 23, 2021Updated 4 years ago
- Proximal Policy Optimization with Tensorflow 2.0☆33Oct 14, 2019Updated 6 years ago
- Minimal Decision Transformer Implementation written in Jax (Flax).☆18Aug 8, 2022Updated 3 years ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆130Mar 21, 2021Updated 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.
- 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.☆17May 14, 2019Updated 7 years 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 4 years ago
- Experiments to train transformer network to master reinforcement learning environments.☆32Mar 14, 2021Updated 5 years ago
- Deep RL agents with PyTorch☆35Sep 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
- ☆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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)☆45Jun 8, 2023Updated 3 years ago
- Contextual Bandits Action Elimination DQN☆21Jun 25, 2018Updated 8 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
- [UR 2023] Robust Route Planning with Distributional Reinforcement Learning in a Stochastic Road Network Environment☆22Jun 19, 2024Updated 2 years ago
- Bingham Policy Parameterization for 3D Rotations in Reinforcement Learning☆27Feb 8, 2022Updated 4 years ago
- Distributed & asynchronous DQN implementation using gRPC and PyTorch.☆10Feb 15, 2021Updated 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
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆13Aug 29, 2019Updated 6 years ago
- An improved version of EOI on Starcraft II task so_many_baneling. (The Emergence of Individuality)☆17Oct 28, 2021Updated 4 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
- DecentralizedLearning☆26Dec 8, 2022Updated 3 years ago
- Code for a model-based version of Constrained Policy Optimization☆11May 6, 2021Updated 5 years ago
- Python implementation of Markov Switching Model using Bayesian inference (Gibbs Sampling) by Lim et al (2020)☆10Dec 4, 2022Updated 3 years ago