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Animesh Garg โ most-cited papers & profile ยท Reinforcement Learning
โ authors
ยท
overview
Animesh Garg
58
papers ยท
425
citations ยท
37
h-index
Georgia Institute of Technology ยท University of Toronto
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
RoboTurk: A Crowdsourcing Platform for Robotic Skill Learning through Imitation
2018 ยท 43 citations
Conservative Safety Critics for Exploration
2020 ยท 32 citations
Learning a Contact-Adaptive Controller for Robust, Efficient Legged Locomotion
2020 ยท 25 citations
Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning
2022 ยท 24 citations
Experience Replay with Likelihood-free Importance Weights
2020 ยท 20 citations
Composing Meta-Policies for Autonomous Driving Using Hierarchical Deep Reinforcement Learning
2017 ยท 17 citations
AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers
2019 ยท 17 citations
Accelerated Policy Learning with Parallel Differentiable Simulation
2022 ยท 16 citations
Transferring Dexterous Manipulation from GPU Simulation to a Remote Real-World TriFinger
2021 ยท 15 citations
D2RL: Deep Dense Architectures in Reinforcement Learning
2020 ยท 13 citations
Dynamic Bottleneck for Robust Self-Supervised Exploration
2021 ยท 13 citations
Counterfactual Data Augmentation using Locally Factored Dynamics
2020 ยท 11 citations
GLiDE: Generalizable Quadrupedal Locomotion in Diverse Environments with a Centroidal Model
2021 ยท 11 citations
Value Iteration in Continuous Actions, States and Time
2021 ยท 8 citations
Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition
2021 ยท 8 citations
Top co-authors
Ajay Mandlekar
ยท 6
Silvio Savarese
ยท 6
Dieter Fox
ยท 5
Samarth Sinha
ยท 5
Yuke Zhu
ยท 5
Homanga Bharadhwaj
ยท 4
Viktor Makoviychuk
ยท 4
Zhaoran Wang
ยท 4
Animashree Anandkumar
ยท 3
Chenjia Bai
ยท 3
Fabio Ramos
ยท 3
Florian Shkurti
ยท 3
Topics
Model-Based RL
Exploration
Offline RL
Value-Based
Policy Gradient
Safe RL
Meta-RL
Multi-Agent
Game AI