Martin Müller
11 papers · 2013–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (5) 🗺️ Taxonomy Completionist (11)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(11)
💎
Century Club
(11)
🚀
Conference Pioneer
Conferences
IJCAI (6)
NIPS (2)
AAAI (1)
ALT (1)
ICLR (1)
Top co-authors
Keywords
monte carlo tree search
(3)
proof number search
(2)
robust optimization
(1)
maximum entropy
(1)
decision making
(1)
sequential decision making
(1)
heuristic search
(1)
mirror descent
(1)
model uncertainty
(1)
markov decision process
(1)
bellman equation
(1)
online planning
(1)
sequential decision
(1)
policy improvement
(1)
game tree search
(1)
sample complexity
(1)
monte-carlo tree search
(1)
best arm identification
(1)
policy optimization
(1)
sample efficiency
(1)
Papers
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration
NIPS 2024
Monte Carlo Tree Search in the Presence of Transition Uncertainty
AAAI 2024
Expected Work Search: Combining Win Rate and Proof Size Estimation
IJCAI 2024
Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay
ICLR 2023
Maximum Entropy Monte-Carlo Planning
NIPS 2019
On Principled Entropy Exploration in Policy Optimization
IJCAI 2019
Three-Head Neural Network Architecture for Monte Carlo Tree Search
IJCAI 2018
Focused Depth-first Proof Number Search using Convolutional Neural Networks for the Game of Hex
IJCAI 2017
Additive Merge-and-Shrink Heuristics for Diverse Action Costs
IJCAI 2017
Structured Best Arm Identification with Fixed Confidence
ALT 2017
Towards a Second Generation Random Walk Planner: An Experimental Exploration
IJCAI 2013