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Asim Munawar — most-cited papers & profile · Large Language Models
← 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
Granite Code Models: A Family of Open Foundation Models for Code Intelligence
2024 · 10 citations
Reinforcement Learning with External Knowledge by using Logical Neural Networks
2021 · 8 citations
Conditional generation of multi-modal data using constrained embedding space mapping
2017 · 5 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
Deep Learning with Predictive Control for Human Motion Tracking
2018 · 1 citations
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
2024 · 1 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
Keshav Ramji
· 1
Md Arafat Sultan
· 1
Radu Florian
· 1
Ram\'on Fernandez Astudillo
· 1
Salim Roukos
· 1
Tahira Naseem
· 1
Young-Suk Lee
· 1
Topics
Model-Based RL
Safe RL
Exploration
Game AI
Value-Based
Code Generation
Software Engineering
Code Models
RLHF & Alignment
Multi-Agent