Dhawal Gupta
6 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(14)
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Grand Slam
Venues
Top co-authors
Research topics
Keywords
temporal difference learning
(2)
language model
(2)
mixture of expert
(2)
dialogue management
(2)
policy optimization
(1)
stability analysis
(1)
reward function
(1)
off-policy learning
(1)
bilevel optimization
(1)
reward shaping
(1)
credit assignment
(1)
conversational agent
(1)
gradient method
(1)
nonlinear function approximation
(1)
eligibility trace
(1)
control problem
(1)
open-domain dialogue
(1)
dialogue planning
(1)
reinforce algorithm
(1)
bidirectional value function
(1)
Papers
From Past to Future: Rethinking Eligibility Traces
AAAI 2024
A Mixture-of-Expert Approach to RL-based Dialogue Management
ICLR 2023
Behavior Alignment via Reward Function Optimization
NeurIPS 2023
Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management
NeurIPS 2023
Structural Credit Assignment in Neural Networks using Reinforcement Learning
NeurIPS 2021
Gradient Temporal-Difference Learning with Regularized Corrections
ICML 2020