Zhizhou Ren
13 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+9 more ↓ Show less ↑
π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (3)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(35)
π
Interdisciplinary Bridge
π
Triple Crown
π
Grand Slam
β‘
Prolific Year
(5)
π
Trend Setter
π
Century Club
(13)
ποΈ
Keyword Collector
(67)
Conferences
ICML (5)
NIPS (5)
ICLR (2)
AAAI (1)
Top co-authors
Keywords
value factorization
(2)
overestimation bia
(2)
multi-agent reinforcement learning
(2)
deep reinforcement learning
(2)
value function estimation
(1)
value function
(1)
self-supervised learning
(1)
model-based reinforcement learning
(1)
robotic manipulation
(1)
value function approximation
(1)
continuous control
(1)
off-policy learning
(1)
off-policy reinforcement learning
(1)
graph topology
(1)
bellman operator
(1)
polynomial time
(1)
information gain
(1)
surrogate model
(1)
policy adaptation
(1)
episodic memory
(1)
Papers
Full-Atom Peptide Design based on Multi-modal Flow Matching
ICML 2024
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework
NIPS 2024
Off-Policy Reinforcement Learning with Delayed Rewards
ICML 2022
Learning Long-Term Reward Redistribution via Randomized Return Decomposition
ICLR 2022
Self-Organized Polynomial-Time Coordination Graphs
ICML 2022
Proximal Exploration for Model-guided Protein Sequence Design
ICML 2022
Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation
NIPS 2022
QPLEX: Duplex Dueling Multi-Agent Q-Learning
ICLR 2021
On the Estimation Bias in Double Q-Learning
NIPS 2021
Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization
NIPS 2021
Generalizable Episodic Memory for Deep Reinforcement Learning
ICML 2021
Object-Oriented Dynamics Learning through Multi-Level Abstraction
AAAI 2020
Exploration via Hindsight Goal Generation
NIPS 2019