Repository containing the code accompanying the AAAI-24 paper on Many-Agent POMDPs.

Python Bindings for the Probabilistic Model Checker Storm

A Modern Probabilistic Model Checker (with discounting support)

Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022

[DeepRL Workshop, NeurIPS-21] Recurrent Off-policy Baselines for Memory-based Continuous Control (RDPG, RTD3 and RSAC)

HyP-DESPOT: A Hybrid Parallel Algorithm for Online Planning under Uncertainty

Experiments for https://arxiv.org/abs/2101.04788

Python package for Dec-POMDP files in the .dpomdp format

Deep Transformer Q-Networks for Partially Observable Reinforcement Learning

A Minimalistic Modern Django Boilerplate

Python suite to construct benchmark machine learning datasets from the MIMIC-III 💊 clinical database.

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

CPM implementation in pure javascript (Node module)

Author's PyTorch implementation of BCQ for continuous and discrete actions