List of works - Michael L. Littman

An Efficient, Exact Algorithm for Solving Tree-Structured Graphical Games ⬇️

An object-oriented representation for efficient reinforcement learning

scientific article published on 12 August 2008

BAS: Bayesian Variable Selection and Model Averaging using Bayesian Adaptive Sampling

software package for R

Corpus-based Learning of Analogies and Semantic Relations

Curriculum Design for Machine Learners in Sequential Decision Tasks

scholarly article

Cyclic Equilibria in Markov Games ⬇️

scientific article published in January 2006

Data Visualization With Multidimensional Scaling

article published in 2008

Evolution of flexibility and rigidity in retaliatory punishment

scientific article published on 11 September 2017

Evolutionary huffman encoding

scholarly article published on 27 April 2018

Exact Solutions to Time-Dependent MDPs ⬇️

Generalization and Scaling in Reinforcement Learning ⬇️

scientific article published in January 1990

Helping Users Debug Trigger-Action Programs

scientific article published on 11 January 2023

How Users Interpret Bugs in Trigger-Action Programming

scientific article published on 29 April 2019

Initial Progress Toward Development of a Voice-Based Computer-Delivered Motivational Intervention for Heavy Drinking College Students: An Experimental Study.

scientific article

Introduction to the special issue on learning and computational game theory

Learning behaviors via human-delivered discrete feedback: modeling implicit feedback strategies to speed up learning

Multi-resolution Exploration in Continuous Spaces ⬇️

scientific article published in January 2009

Online Linear Regression and Its Application to Model-Based Reinforcement Learning ⬇️

scientific article published in January 2008

PAC Generalization Bounds for Co-training ⬇️

scientific article published in January 2002

Packet Routing in Dynamically Changing Networks: A Reinforcement Learning Approach ⬇️

scientific article published in January 1994

People construct simplified mental representations to plan

scientific article published on 19 May 2022

People teach with rewards and punishments as communication, not reinforcements

scientific article published on 01 March 2019

Planning and acting in partially observable stochastic domains

Predictive Representations of State ⬇️

Reinforcement learning improves behaviour from evaluative feedback

scientific article published on May 2015

Reward-predictive representations generalize across tasks in reinforcement learning

scientific article published on 15 October 2020

Role of the Legionella pneumophila rtxA gene in amoebae

scientific article published on 01 June 2002

Showing versus doing: Teaching by demonstration ⬇️

scientific article published in January 2016

Social is special: A normative framework for teaching with and learning from evaluative feedback