Michael Kaisers
8 papers · 2016–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (9)
🐝
Cross-Pollinator
(14)
🗺️
Taxonomy Completionist
(11)
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The Questioner
Conferences
IJCAI (6)
ICML (1)
JMLR (1)
Top co-authors
Keywords
markov decision process
(2)
game theory
(1)
preference learning
(1)
gaussian process
(1)
value function
(1)
online planning
(1)
pomdp planning
(1)
multi-agent learning
(1)
policy improvement
(1)
action value
(1)
monte carlo tree search
(1)
learning dynamics
(1)
opponent modeling
(1)
non-stationary environment
(1)
model approximation
(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
Incentivizing Intelligent Customer Behavior in Smart-Grids: A Risk-Sharing Tariff & Optimal Strategies
IJCAI 2016
Addressing Environment Non-Stationarity by Repeating Q-learning Updates
JMLR 2016