Pushi Zhang
4 papers · 2021–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(2)
policy optimization
(1)
autonomous driving
(1)
distributional reinforcement learning
(1)
markov decision process
(1)
monte carlo estimation
(1)
importance sampling
(1)
value function
(1)
belief state
(1)
variance reduction
(1)
belief distribution
(1)
maximum mean discrepancy
(1)
return distribution
(1)
advantage estimation
(1)
multi-objective reinforcement learning
(1)
non-stationary environment
(1)
context inference
(1)
reward decomposition
(1)
multi-dimensional reward
(1)
pareto-optimal policy
(1)
Papers
Distributional Pareto-Optimal Multi-Objective Reinforcement Learning
NeurIPS 2023
An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context
NeurIPS 2022
Distributional Reinforcement Learning for Multi-Dimensional Reward Functions
NeurIPS 2021
Independence-aware Advantage Estimation
IJCAI 2021