research
∙
03/03/2021
Inference-Based Deterministic Messaging For Multi-Agent Communication
Communication is essential for coordination among humans and animals. Th...
share
research
∙
12/14/2020
Bayes DistNet – A Robust Neural Network for Algorithm Runtime Distribution Predictions
Randomized algorithms are used in many state-of-the-art solvers for cons...
research
∙
05/22/2020
Single-Agent Optimization Through Policy Iteration Using Monte-Carlo Tree Search
The combination of Monte-Carlo Tree Search (MCTS) and deep reinforcement...
research
∙
05/27/2019
Policy Based Inference in Trick-Taking Card Games
Trick-taking card games feature a large amount of private information th...
research
∙
05/27/2019
Learning Policies from Human Data for Skat
Decision-making in large imperfect information games is difficult. Thank...
research
∙
03/22/2019
Improving Search with Supervised Learning in Trick-Based Card Games
In trick-taking card games, a two-step process of state sampling and eva...
research
∙
09/11/2017