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David Isele — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
David Isele
24
papers ·
638
citations ·
16
h-index
Honda (United States)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Selective Experience Replay for Lifelong Learning
2018 · 530 citations
Spatiotemporal Costmap Inference for MPC via Deep Inverse Reinforcement Learning
2022 · 28 citations
CM3: Cooperative Multi-goal Multi-stage Multi-agent Reinforcement Learning
2018 · 23 citations
Interaction-Aware Multi-Agent Reinforcement Learning for Mobile Agents with Individual Goals
2019 · 14 citations
Robust Driving Policy Learning with Guided Meta Reinforcement Learning
2023 · 8 citations
Recursive Reasoning Graph for Multi-Agent Reinforcement Learning
2022 · 7 citations
Reinforcement Learning for Autonomous Driving with Latent State Inference and Spatial-Temporal Relationships
2020 · 2 citations
Reinforcement Learning with Iterative Reasoning for Merging in Dense Traffic
2020 · 1 citations
Importance Sampling-Guided Meta-Training for Intelligent Agents in Highly Interactive Environments
2024 · 1 citations
Navigating Occluded Intersections with Autonomous Vehicles using Deep Reinforcement Learning
2017
Safe Reinforcement Learning on Autonomous Vehicles
2019
Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation
2023
Top co-authors
Kikuo Fujimura
· 7
Jiachen Li
· 4
Mykel J. Kochenderfer
· 4
Alireza Nakhaei
· 3
Akansel Cosgun
· 2
and Kikuo Fujimura
· 2
Jinkyoo Park
· 2
Kanghoon Lee
· 2
Xiaobai Ma
· 2
Anahita Mohseni-Kabir
· 1
and Mykel J. Kochenderfer
· 1
Evangelos A. Theodorou
· 1
Topics
Multi-Agent
Safe RL
Exploration
Model-Based RL
Value-Based
Meta-RL
Policy Gradient
Game AI