Anders Jonsson
19 papers · 2006–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (9) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (19)
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Hot Topic Early Bird
π
Conference Polyglot
(9)
π
Academic Marathon
(19)
π
Keyword Trendsetter Combo
(3)
π§¬
Topic Evolution
π
Grand Slam
π₯
Unstoppable
(7)
π
Century Club
(19)
π
Conference Pioneer
π
Trend Setter
ποΈ
Keyword Collector
(79)
Conferences
AAAI (4)
IJCAI (4)
NIPS (3)
AISTATS (2)
ICML (2)
ALT (1)
ICLR (1)
JMLR (1)
L4DC (1)
Top co-authors
Keywords
sample complexity
(4)
automated planning
(3)
reward-free exploration
(2)
markov decision process
(2)
policy optimization
(2)
reinforcement learning
(2)
classical planning
(2)
reward machine
(2)
best-policy identification
(2)
generalized planning
(2)
hierarchical reinforcement learning
(2)
grammar inference
(1)
transfer learning
(1)
automata learning
(1)
program synthesis
(1)
policy learning
(1)
stochastic gradient descent
(1)
optimal transport
(1)
offline reinforcement learning
(1)
kalman filtering
(1)
Papers
Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics
ICLR 2025
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
NIPS 2024
Exploration in Reward Machines with Low Regret
AISTATS 2023
Provably Efficient Offline Reinforcement Learning in Regular Decision Processes
NIPS 2023
Hierarchies of Reward Machines
ICML 2023
Computing Programs for Generalized Planning as Heuristic Search (Extended Abstract)
IJCAI 2022
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes
AAAI 2022
Fast Stochastic Kalman Gradient Descent for Reinforcement Learning
L4DC 2021
Improved Exploration in Factored Average-Reward MDPs
AISTATS 2021
Adaptive Reward-Free Exploration
ALT 2021
Fast active learning for pure exploration in reinforcement learning
ICML 2021
Planning in Markov Decision Processes with Gap-Dependent Sample Complexity
NIPS 2020
Induction of Subgoal Automata for Reinforcement Learning
AAAI 2020
Generalized Planning with Positive and Negative Examples
AAAI 2020
Solving Multiagent Planning Problems with Concurrent Conditional Effects
AAAI 2019
Generating Context-Free Grammars using Classical Planning
IJCAI 2017
Hierarchical Finite State Controllers for Generalized Planning
IJCAI 2016
Automatic Generation of High-Level State Features for Generalized Planning
IJCAI 2016
Causal Graph Based Decomposition of Factored MDPs
JMLR 2006