Takayuki Osa
7 papers · 2014–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Academic Marathon
(11)
π
Cross-Pollinator
(15)
π
Conference Pioneer
Conferences
ICML (2)
AAAI (1)
ACML (1)
CORL (1)
ICLR (1)
RSS (1)
Top co-authors
Keywords
active learning
(1)
deep reinforcement learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
multi-task learning
(1)
policy optimization
(1)
trajectory prediction
(1)
incremental learning
(1)
gaussian process
(1)
value function
(1)
continuous control
(1)
model-based reinforcement learning
(1)
bellman error
(1)
robot manipulation
(1)
surgical robotics
(1)
meta reinforcement learning
(1)
conditional expectation
(1)
trajectory planning
(1)
error distribution
(1)
dynamic environment
(1)
Papers
Gradual Transition from Bellman Optimality Operator to Bellman Operator in Online Reinforcement Learning
ICML 2025
Discovering Multiple Solutions from a Single Task in Offline Reinforcement Learning
ICML 2024
Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning
AAAI 2024
Meta-Model-Based Meta-Policy Optimization
ACML 2021
Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization
ICLR 2019
Active Incremental Learning of Robot Movement Primitives
CORL 2017
Online Trajectory Planning in Dynamic Environments for Surgical Task Automation
RSS 2014