Kavosh Asadi
15 papers · 2017–2024 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (7)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(7)
🏆
Keyword Champion
(2)
🏆
Grand Slam
🗃️
Keyword Collector
(57)
💎
Century Club
(15)
🚀
Conference Pioneer
Conferences
NIPS (5)
AAAI (3)
ICML (3)
ACL (1)
AISTATS (1)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
value function
(5)
reinforcement learning
(5)
deep reinforcement learning
(3)
softmax operator
(2)
target network
(2)
lipschitz continuity
(2)
online learning
(1)
supervised learning
(1)
offline reinforcement learning
(1)
knowledge transfer
(1)
function approximation
(1)
convergence analysis
(1)
markov decision process
(1)
state abstraction
(1)
apprenticeship learning
(1)
information bottleneck
(1)
model-based reinforcement learning
(1)
batch reinforcement learning
(1)
temporal-difference learning
(1)
continuous control
(1)
Papers
Learning the Target Network in Function Space
ICML 2024
TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
ICLR 2024
Resetting the Optimizer in Deep RL: An Empirical Study
NIPS 2023
TD Convergence: An Optimization Perspective
NIPS 2023
Coarse-Grained Smoothness for Reinforcement Learning in Metric Spaces
AISTATS 2023
Faster Deep Reinforcement Learning with Slower Online Network
NIPS 2022
Adaptive Interest for Emphatic Reinforcement Learning
NIPS 2022
Continuous Doubly Constrained Batch Reinforcement Learning
NIPS 2021
Deep Radial-Basis Value Functions for Continuous Control
AAAI 2021
Lipschitz Lifelong Reinforcement Learning
AAAI 2021
State Abstraction as Compression in Apprenticeship Learning
AAAI 2019
DeepMellow: Removing the Need for a Target Network in Deep Q-Learning
IJCAI 2019
Lipschitz Continuity in Model-based Reinforcement Learning
ICML 2018
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning
ACL 2017
An Alternative Softmax Operator for Reinforcement Learning
ICML 2017