Kavosh Asadi

15 papers · 2017–2024 · 7 conferences · across top CS/AI conferences

Achievements

+8 more ↓

🌍 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

Rasool Fakoor (7) Michael L. Littman (5) Shoham Sabach (4) Omer Gottesman (3) Alexander J Smola (3) Yao Liu (3) Michael Littman (3) George Konidaris (2) Yuu Jinnai (2) Taesup Kim (2)

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