Anna Harutyunyan
12 papers · 2015–2024 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (5) πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π
Conference Polyglot
(5)
π
Academic Marathon
(9)
π
Century Club
(12)
π₯
Unstoppable
(6)
π
Trend Setter
Conferences
ICML (4)
NIPS (3)
AISTATS (2)
IJCAI (2)
JMLR (1)
Top co-authors
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
DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm
ICML 2023
Bootstrapped Representations in Reinforcement Learning
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
NIPS 2021
Conditional Importance Sampling for Off-Policy Learning
AISTATS 2020
Per-Decision Option Discounting
ICML 2019
The Termination Critic
AISTATS 2019
Hindsight Credit Assignment
NIPS 2019
Safe and Efficient Off-Policy Reinforcement Learning
NIPS 2016
Reinforcement Learning from Demonstration through Shaping
IJCAI 2015