Workshop

Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction
Brahma Pavse · Josiah Hanna

Workshop

Enhancing Transfer of Reinforcement Learning Agents with Abstract Contextual Embeddings
Guy Azran · Mohamad Hosein Danesh · Stefano Albrecht · Sarah Keren

Poster

Tue 14:00

Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction
Dilip Arumugam · Satinder Singh

Poster

Wed 9:00

A Direct Approximation of AIXI Using Logical State Abstractions
Samuel Yang-Zhao · Tianyu Wang · Kee Siong Ng

Poster

Tue 9:00

Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems
Rushang Karia · Rashmeet Kaur Nayyar · Siddharth Srivastava

Poster

Tue 9:00

Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems
Miguel Suau · Jinke He · Mustafa Mert Çelikok · Matthijs Spaan · Frans Oliehoek

Poster

Tue 9:00

Continuous MDP Homomorphisms and Homomorphic Policy Gradient
Sahand Rezaei-Shoshtari · Rosie Zhao · Prakash Panangaden · David Meger · Doina Precup