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Asim Munawar — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Asim Munawar
13
papers ·
363
citations ·
19
h-index
Ministry of Agriculture · Ministry of Agriculture and Rural Affairs · State Key Laboratory of Rice Biology · Zhejiang University
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Most-cited papers
Deep Reinforcement Learning for High Precision Assembly Tasks
2017 · 301 citations
Neuro-Symbolic Reinforcement Learning with First-Order Logic
2021 · 21 citations
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games
2020 · 10 citations
Reinforcement Learning with External Knowledge by using Logical Neural Networks
2021 · 8 citations
Safe Exploration in Markov Decision Processes with Time-Variant Safety using Spatio-Temporal Gaussian Process
2018 · 4 citations
Constrained Exploration and Recovery from Experience Shaping
2018 · 2 citations
Synthesize and Reward -- Reinforcement Learning for Multi-Step Tool Use in Live Environments
2026
LOA: Logical Optimal Actions for Text-based Interaction Games
2021
Top co-authors
Subhajit Chaudhury
· 5
Akifumi Wachi
· 4
Daiki Kimura
· 4
Michiaki Tatsubori
· 4
Alexander Gray
· 3
Don Joven Agravante
· 3
Ryosuke Kohita
· 3
Ryuki Tachibana
· 3
Giovanni De Magistris
· 2
Masaki Ono
· 2
Chulaka Gunasekara
· 1
Hiroshi Kajino
· 1
Topics
Model-Based RL
Safe RL
Exploration
Game AI
Value-Based
RLHF & Alignment
Multi-Agent
Policy Gradient
Meta-RL