Code associated with our paper "Estimating Risk and Uncertainty in Reinforcement Learning"
☆11Oct 3, 2023Updated 2 years ago
Alternatives and similar repositories for risk-and-uncertainty
Users that are interested in risk-and-uncertainty are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Oct 19, 2020Updated 5 years ago
- Reinforcement Learning based 'Learning' of Dynamic Sepsis Treatment Strategies☆26Jun 12, 2021Updated 4 years ago
- Code for IEEE GLOBECOM 2023 paper "Caching for Edge Inference at Scale: A Mean Field Multi-Agent Reinforcement Learning Approach".☆13May 13, 2024Updated last year
- Build and Train Neural Networks in Emacs Lisp☆14May 22, 2024Updated last year
- Author's PyTorch implementation of SR-DICE for marginalized importance sampling☆28Dec 7, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Generating global explanations from local ones☆11Nov 11, 2022Updated 3 years ago
- Code for the Medical Deadend Paper at NeurIPS 2021☆50Nov 15, 2022Updated 3 years ago
- Code that can be used to reproduce the experiments in our paper "Estimating Risk and Uncertainty in Deep Reinforcement Learning"☆31Nov 22, 2022Updated 3 years ago
- [ICML 2020] Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. https://arxiv.org/abs/20…☆15Dec 8, 2020Updated 5 years ago
- Official Github Repository for "Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees". (NeurIPS 2024)☆11Nov 30, 2025Updated 3 months ago
- ☆13Jun 7, 2024Updated last year
- GoLU, a novel, self-gated and element-wise activation function that performs well over a diverse set of tasks☆24Oct 4, 2025Updated 5 months ago
- ☆15May 20, 2025Updated 10 months ago
- Learning representations for RL in Healthcare under a POMDP assumption☆57Jan 21, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The official code release for "Langevin Soft Actor-Critic: Efficient Exploration through Uncertainty-Driven Critic Learning", ICLR 2025☆18May 28, 2025Updated 9 months ago
- Codes for the paper "AoI Aware Radio Resource Management of Autonomous Platoons via Multi Agent Reinforcement Learning"☆24Feb 22, 2023Updated 3 years ago
- Official code for "Reinforced Sequential Decision-Making for Sepsis Treatment: The POSNEGDM Framework with Mortality Classifier and Trans…☆10Sep 11, 2024Updated last year
- Implementing DQNClipped and DQNReg Algorithms☆10Mar 2, 2021Updated 5 years ago
- ☆50Jul 3, 2020Updated 5 years ago
- ☆20Feb 8, 2023Updated 3 years ago
- Source code for ICML 2023 paper "Competing for Shareable Arms in Multi-Player Multi-Armed Bandits"☆10May 14, 2024Updated last year
- ☆10Sep 21, 2020Updated 5 years ago
- Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL, published in ICLR 2023☆34Dec 7, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆12Jan 6, 2022Updated 4 years ago
- Code of Paper "Cooperative Sensing and Uploading for Quality-Cost Tradeoff of Digital Twins in VEC", IEEE TCE, 2024.☆12Jul 10, 2023Updated 2 years ago
- ☆18Sep 7, 2023Updated 2 years ago
- ☆18Oct 9, 2023Updated 2 years ago
- ☆15Sep 21, 2020Updated 5 years ago
- Multi-Agent Deep Recurrent Q-Learning with Bayesian epsilon-greedy on AirSim simulator☆13Apr 1, 2022Updated 3 years ago
- ☆13Jun 22, 2024Updated last year
- Code for the paper "Functional Regularization for Reinforcement Learning via Learned Fourier Features"☆20Oct 2, 2022Updated 3 years ago
- The COVID-19 Early Warning System (CovEWS) is a real-time early warning system for assessing individual COVID-19 related mortality risk.☆17Apr 25, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Deep Recurrent Q-Network with different exploration strategies for self-driving cars (using AirSim)☆10Sep 5, 2024Updated last year
- Reinforcement learning for sepsis☆17Feb 14, 2020Updated 6 years ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆20Oct 19, 2022Updated 3 years ago
- In this repository, we try to solve musculoskeletal tasks with `Double DQN reinforcement learning` by using a `transformer` model has bee…☆17Nov 7, 2023Updated 2 years ago
- Factor Graph Framework for Distributed Machine and Reinforcement Learning☆10Apr 1, 2019Updated 6 years ago
- Application of REINFORCE algorithm to downlink NOMA system☆13Jan 28, 2026Updated 2 months ago
- contains data to be used with machine learning☆10Jul 28, 2017Updated 8 years ago