Hengshuai Yao
11 papers · 2009–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (14)
π
Interdisciplinary Bridge
π
Conference Polyglot
(5)
π
Academic Marathon
(14)
π±
Topic Pioneer
ποΈ
Keyword Collector
(63)
π
Trend Setter
π
Century Club
(11)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
AAAI (3)
ICML (3)
IJCAI (2)
NIPS (2)
UAI (1)
Top co-authors
Keywords
value function
(3)
reinforcement learning
(3)
function approximation
(3)
model-based reinforcement learning
(3)
temporal difference learning
(2)
quantile-based exploration
(2)
off-policy learning
(2)
distributional reinforcement learning
(2)
reward function
(1)
continuous control
(1)
weakly supervised learning
(1)
natural gradient
(1)
lambda model
(1)
policy gradient
(1)
multi-step planning
(1)
policy learning
(1)
stochastic approximation
(1)
dyna architecture
(1)
autonomous driving
(1)
policy evaluation
(1)
Papers
The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure
AAAI 2023
Understanding and mitigating the limitations of prioritized experience replay
UAI 2022
Breaking the Deadly Triad with a Target Network
ICML 2021
Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings
IJCAI 2020
Provably Convergent Two-Timescale Off-Policy Actor-Critic with Function Approximation
ICML 2020
Distributional Reinforcement Learning for Efficient Exploration
ICML 2019
ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search
AAAI 2019
QUOTA: The Quantile Option Architecture for Reinforcement Learning
AAAI 2019
Hill Climbing on Value Estimates for Search-control in Dyna
IJCAI 2019
Universal Option Models
NIPS 2014
Multi-Step Dyna Planning for Policy Evaluation and Control
NIPS 2009