A PyTorch-powered differentiable image reconstruction/optimization toolbox

Model-based Reinforcement Learning Framework

A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.

CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning

Skill-based Model-based Reinforcement Learning (CoRL 2022)

TOmographic MOdel-BAsed Reconstruction (ToMoBAR) software

This repository contains recent research papers, datasets, and source codes (if any) for Group Recommendation

Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"

Model-based Policy Gradients

[TIFS 2019] Skeleton-based Gait Recognition via Robust Frame-level Matching (RFM)

Expert Advisor based on Falcon Template and kNN trading algorithm

Fair Android Explorer

TRADES Tool

Development and simulation framework for Application Specific Vector Processor

Code for FLEX, a fast, adaptive and flexible model-based reinforcement learning exploration algorithm.

Signal Processing Toolbox for Calcium Imaging Data

Model-based tomographic reconstruction for different acquisition geometries

Simulation Framework for the Static Scheduler

Model-based AI approach for network and service coordination leveraging uncertain traffic forecasts