Michael Kaisers
8 papers · 2016–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
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The Questioner
Top co-authors
Research topics
Keywords
monte carlo tree search
(2)
value function
(2)
markov decision process
(2)
in-context learning
(1)
gaussian process
(1)
online planning
(1)
pomdp planning
(1)
multi-agent learning
(1)
policy improvement
(1)
action value
(1)
learning dynamics
(1)
opponent modeling
(1)
non-stationary environment
(1)
model approximation
(1)
transition function
(1)
automated negotiation
(1)
utility model
(1)
value estimator
(1)
online generalization
(1)
long-term planning
(1)
Papers
Mastering Board Games by External and Internal Planning with Language Models
ICML 2025
BRExIt: On Opponent Modelling in Expert Iteration
IJCAI 2023
Online Planning in POMDPs with Self-Improving Simulators
IJCAI 2022
ME-MCTS: Online Generalization by Combining Multiple Value Estimators
IJCAI 2021
Automated Negotiation with Gaussian Process-based Utility Models
IJCAI 2019
When Will Negotiation Agents Be Able to Represent Us? The Challenges and Opportunities for Autonomous Negotiators
IJCAI 2017
Addressing Environment Non-Stationarity by Repeating Q-learning Updates
JMLR 2016
Incentivizing Intelligent Customer Behavior in Smart-Grids: A Risk-Sharing Tariff & Optimal Strategies
IJCAI 2016