Petr Novotný
7 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (8)
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Conferences
AAAI (3)
IJCAI (3)
UAI (1)
Top co-authors
Keywords
partially observable markov decision process
(2)
policy optimization
(2)
formal methods
(1)
policy learning
(1)
resource management
(1)
heuristic search
(1)
value function
(1)
risk aversion
(1)
risk constraint
(1)
linear programming
(1)
markov decision process
(1)
strategy adaptation
(1)
monte carlo tree search
(1)
constrained markov decision process
(1)
game theory
(1)
online algorithm
(1)
stochastic game
(1)
average reward
(1)
reinforcement learning
(1)
stochastic optimization
(1)
Papers
Threshold UCT: Cost-Constrained Monte Carlo Tree Search with Pareto Curves
AAAI 2025
Solving Long-run Average Reward Robust MDPs via Stochastic Games
IJCAI 2024
Shielding in Resource-Constrained Goal POMDPs
AAAI 2023
Synthesizing Resilient Strategies for Infinite-Horizon Objectives in Multi-Agent Systems
IJCAI 2023
On-the-fly adaptation of patrolling strategies in changing environments
UAI 2022
Reinforcement Learning of Risk-Constrained Policies in Markov Decision Processes
AAAI 2020
Expectation Optimization with Probabilistic Guarantees in POMDPs with Discounted-Sum Objectives
IJCAI 2018