Amarildo Likmeta
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (5) π Cross-Pollinator (14) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (12)
π£
Hot Topic Early Bird
π₯
Mega-Team
(22)
Conferences
NIPS (2)
AAAI (1)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(2)
uncertainty quantification
(2)
wasserstein distance
(2)
imitation learning
(1)
sim-to-real transfer
(1)
bayesian inference
(1)
distributional reinforcement learning
(1)
inverse reinforcement learning
(1)
robot learning
(1)
continuous control
(1)
batch learning
(1)
reward function
(1)
likelihood maximization
(1)
expert demonstration
(1)
wasserstein barycenter
(1)
safe learning
(1)
directed exploration
(1)
robotics benchmark
(1)
real-world deployment
(1)
sample efficiency
(1)
Papers
A Retrospective on the Robot Air Hockey Challenge: Benchmarking Robust, Reliable, and Safe Learning Techniques for Real-world Robotics
NIPS 2024
Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control
AAAI 2023
Goal-Directed Planning via Hindsight Experience Replay
ICLR 2022
Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions
AISTATS 2020
Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters
NIPS 2019