Tingnan Zhang
26 papers · 2012–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Interdisciplinary Bridge π Academic Marathon (13) π Conference Polyglot (6) π Renaissance Researcher (6)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(34)
π§
Keyword Pioneer
π₯
Mega-Team
(49)
π€
Dynamic Duo
(17)
π¬
Deep Specialist
(12)
π
Century Club
(26)
ποΈ
Keyword Collector
(91)
π
Trend Setter
β‘
Prolific Year
(6)
π₯
Unstoppable
(8)
Conferences
CORL (11)
RSS (6)
L4DC (3)
NIPS (3)
ICML (2)
ICLR (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(5)
model predictive control
(5)
sim-to-real transfer
(4)
imitation learning
(4)
quadrupedal robot
(4)
safe reinforcement learning
(4)
policy learning
(3)
legged robot
(3)
constraint satisfaction
(3)
robot locomotion
(2)
policy optimization
(2)
quadruped robot
(2)
legged locomotion
(2)
offline reinforcement learning
(2)
zero-shot adaptation
(2)
model-based reinforcement learning
(2)
multi-objective optimization
(2)
optimal control
(2)
sample complexity
(1)
attention mechanism
(1)
Papers
Bridging Perception and Action: Spatially-Grounded Mid-Level Representations for Robot Generalization
RSS 2025
LocoTouch: Learning Dynamic Quadrupedal Transport with Tactile Sensing
CORL 2025
Vision Language Models are In-Context Value Learners
ICLR 2025
Human2LocoMan: Learning Versatile Quadrupedal Manipulation with Human Pretraining
RSS 2025
Mobility VLA: Multimodal Instruction Navigation with Long-Context VLMs and Topological Graphs
CORL 2024
OASIS: Conditional Distribution Shaping for Offline Safe Reinforcement Learning
NIPS 2024
Gradient shaping for multi-constraint safe reinforcement learning
L4DC 2024
PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs
ICML 2024
Learning to Learn Faster from Human Feedback with Language Model Predictive Control
RSS 2024
Mnemosyne: Learning to Train Transformers with Transformers
NIPS 2023
Language to Rewards for Robotic Skill Synthesis
CORL 2023
CAJun: Continuous Adaptive Jumping using a Learned Centroidal Controller
CORL 2023
Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning
NIPS 2023
Constrained Decision Transformer for Offline Safe Reinforcement Learning
ICML 2023
Continuous Versatile Jumping Using Learned Action Residuals
L4DC 2023
Learning Model Predictive Controllers with Real-Time Attention for Real-World Navigation
CORL 2022
On the Sample Complexity of Stability Constrained Imitation Learning
L4DC 2022
Learning Semantics-Aware Locomotion Skills from Human Demonstration
CORL 2022
Fast and Efficient Locomotion via Learned Gait Transitions
CORL 2021
Visual-Locomotion: Learning to Walk on Complex Terrains with Vision
CORL 2021
Learning Agile Robotic Locomotion Skills by Imitating Animals
RSS 2020
Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous
CORL 2020
Data Efficient Reinforcement Learning for Legged Robots
CORL 2019
Sim-to-Real: Learning Agile Locomotion For Quadruped Robots
RSS 2018
Policies Modulating Trajectory Generators
CORL 2018
Walking and running on yielding and fluidizing ground
RSS 2012