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Djallel Bouneffouf — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Djallel Bouneffouf
19
papers ·
213
citations ·
21
h-index
IBM (United States) · Alliance for Safe Kids · IBM Research - Thomas J. Watson Research Center
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Most-cited papers
Interpretable Multi-Objective Reinforcement Learning through Policy Orchestration
2018 · 24 citations
Split Q Learning: Reinforcement Learning with Two-Stream Rewards
2019 · 23 citations
Unified Models of Human Behavioral Agents in Bandits, Contextual Bandits and RL
2020 · 19 citations
A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry
2019 · 13 citations
Online Learning in Iterated Prisoner's Dilemma to Mimic Human Behavior
2020 · 4 citations
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning
2022 · 1 citations
Reinforcement Learning with Algorithms from Probabilistic Structure Estimation
2021
Psychotherapy AI Companion with Reinforcement Learning Recommendations and Interpretable Policy Dynamics
2023
Top co-authors
Baihan Lin
· 6
Guillermo Cecchi
· 6
Irina Rish
· 2
Jenna Reinen
· 2
Andrew Cullen
· 1
Christopher R. King
· 1
Francesca Rossi
· 1
Jonathan P. Epperlein
· 1
Kush Varshney
· 1
Moninder Singh
· 1
Murray Campbell
· 1
Nicholas Mattei
· 1
Topics
Value-Based
Multi-Agent
Game AI
Policy Gradient
Safe RL
Model-Based RL
Meta-RL
Exploration
RLHF & Alignment