ertsiger

coursera-mathematics-for-ml

Code of the solutions of the Mathematics for Machine Learning course taught in Coursera.

gym-subgoal-automata

Environments from the papers "Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning" and "Induction and Exploitation of Subgoal Automata for Reinforcement Learning" using OpenAI Gym API.

induction-subgoal-automata-rl

Code for the papers "Induction of Subgoal Automata for Reinforcement Learning" (AAAI-20) and "Induction and Exploitation of Subgoal Automata for Reinforcement Learning" (JAIR).

hrm-learning

Policy and hierarchy learning algorithms in the paper "Hierarchies of Reward Machines" (ICML-23).

coursera-machine-learning

Code of the solutions to the Machine Learning course taught in Coursera.

online-judge-problems

Solutions to competitive programming problems of diverse websites.

wsn-arduino-labs

Wireless Sensor Network (WSN) projects using Arduino boards and XBee modules.

Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

ertsiger.github.io

hrm-formalism-envs

Hierarchy formalism and environments in the paper "Hierarchies of Reward Machines" (ICML-23).

hrm-minigrid

Modification of the MiniGrid environment described in the paper "Hierarchies of Reward Machines" (ICML-23).