Anna Harutyunyan
12 papers · 2015–2024 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)
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Trend Setter
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Unstoppable · Bronze
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Century Club · Bronze
Top co-authors
Research topics
Keywords
reinforcement learning
(6)
policy gradient
(3)
off-policy learning
(3)
temporal difference learning
(2)
credit assignment
(2)
value function
(2)
task specification
(2)
option framework
(2)
policy evaluation
(2)
markov reward
(2)
dynamic programming
(1)
bellman equation
(1)
convergence analysis
(1)
value iteration
(1)
discount factor
(1)
importance sampling
(1)
stochastic approximation
(1)
reward function
(1)
markov decision process
(1)
variance reduction
(1)
Papers
An Analysis of Quantile Temporal-Difference Learning
JMLR 2024
Bootstrapped Representations in Reinforcement Learning
ICML 2023
DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm
ICML 2023
On the Expressivity of Markov Reward (Extended Abstract)
IJCAI 2022
Counterfactual Credit Assignment in Model-Free Reinforcement Learning
ICML 2021
On the Expressivity of Markov Reward
NeurIPS 2021
Conditional Importance Sampling for Off-Policy Learning
AISTATS 2020
Hindsight Credit Assignment
NeurIPS 2019
Per-Decision Option Discounting
ICML 2019
The Termination Critic
AISTATS 2019
Safe and Efficient Off-Policy Reinforcement Learning
NeurIPS 2016
Reinforcement Learning from Demonstration through Shaping
IJCAI 2015