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Relay Policy Learning: Solving Long-Horizon Tasks via Imitation and
  Reinforcement Learning

Relay Policy Learning: Solving Long-Horizon Tasks via Imitation and Reinforcement Learning

Conference on Robot Learning (CoRL), 2019
25 October 2019
Abhishek Gupta
Vikash Kumar
Corey Lynch
Sergey Levine
Karol Hausman
ArXiv (abs)PDFHTML

Papers citing "Relay Policy Learning: Solving Long-Horizon Tasks via Imitation and Reinforcement Learning"

45 / 345 papers shown
Augmenting Reinforcement Learning with Behavior Primitives for Diverse
  Manipulation Tasks
Augmenting Reinforcement Learning with Behavior Primitives for Diverse Manipulation Tasks
Soroush Nasiriany
Huihan Liu
Yuke Zhu
402
132
0
07 Oct 2021
RHH-LGP: Receding Horizon And Heuristics-Based Logic-Geometric
  Programming For Task And Motion Planning
RHH-LGP: Receding Horizon And Heuristics-Based Logic-Geometric Programming For Task And Motion Planning
Cornelius V. Braun
Joaquim Ortiz de Haro
Marc Toussaint
Ozgur S. Oguz
208
20
0
07 Oct 2021
Understanding Domain Randomization for Sim-to-real Transfer
Understanding Domain Randomization for Sim-to-real Transfer
Xiaoyu Chen
Jiachen Hu
Chi Jin
Lihong Li
Liwei Wang
392
148
0
07 Oct 2021
You Only Evaluate Once: a Simple Baseline Algorithm for Offline RL
You Only Evaluate Once: a Simple Baseline Algorithm for Offline RL
Wonjoon Goo
S. Niekum
OffRL
177
8
0
05 Oct 2021
Bottom-Up Skill Discovery from Unsegmented Demonstrations for
  Long-Horizon Robot Manipulation
Bottom-Up Skill Discovery from Unsegmented Demonstrations for Long-Horizon Robot Manipulation
Yifeng Zhu
Peter Stone
Yuke Zhu
366
92
0
28 Sep 2021
Example-Driven Model-Based Reinforcement Learning for Solving
  Long-Horizon Visuomotor Tasks
Example-Driven Model-Based Reinforcement Learning for Solving Long-Horizon Visuomotor Tasks
Bohan Wu
Suraj Nair
Li Fei-Fei
Chelsea Finn
OffRLLM&Ro
291
25
0
21 Sep 2021
Video2Skill: Adapting Events in Demonstration Videos to Skills in an
  Environment using Cyclic MDP Homomorphisms
Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms
Sumedh Anand Sontakke
Sumegh Roychowdhury
Mausoom Sarkar
Nikaash Puri
Balaji Krishnamurthy
Laurent Itti
138
1
0
08 Sep 2021
HAC Explore: Accelerating Exploration with Hierarchical Reinforcement
  Learning
HAC Explore: Accelerating Exploration with Hierarchical Reinforcement Learning
Willie McClinton
Andrew Levy
George Konidaris
93
5
0
12 Aug 2021
Demonstration-Guided Reinforcement Learning with Learned Skills
Demonstration-Guided Reinforcement Learning with Learned SkillsConference on Robot Learning (CoRL), 2021
Karl Pertsch
Youngwoon Lee
Yue Wu
Joseph J. Lim
OffRL
179
101
0
21 Jul 2021
Hierarchical Few-Shot Imitation with Skill Transition Models
Hierarchical Few-Shot Imitation with Skill Transition ModelsInternational Conference on Learning Representations (ICLR), 2021
Kourosh Hakhamaneshi
Ruihan Zhao
Albert Zhan
Pieter Abbeel
Michael Laskin
OffRL
219
51
0
19 Jul 2021
Recent Advances in Leveraging Human Guidance for Sequential
  Decision-Making Tasks
Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks
Ruohan Zhang
F. Torabi
Garrett A. Warnell
Peter Stone
326
31
0
13 Jul 2021
Goal-Conditioned Reinforcement Learning with Imagined Subgoals
Goal-Conditioned Reinforcement Learning with Imagined Subgoals
Elliot Chane-Sane
Cordelia Schmid
Ivan Laptev
264
167
0
01 Jul 2021
Towards Exploiting Geometry and Time for Fast Off-Distribution
  Adaptation in Multi-Task Robot Learning
Towards Exploiting Geometry and Time for Fast Off-Distribution Adaptation in Multi-Task Robot Learning
K.R. Zentner
Ryan Julian
Ujjwal Puri
Yulun Zhang
Gaurav Sukhatme
139
0
0
24 Jun 2021
From Motor Control to Team Play in Simulated Humanoid Football
From Motor Control to Team Play in Simulated Humanoid Football
Siqi Liu
Guy Lever
Zhe Wang
J. Merel
S. M. Ali Eslami
...
Tuomas Haarnoja
Brendan D. Tracey
K. Tuyls
T. Graepel
N. Heess
260
150
0
25 May 2021
Learning a Skill-sequence-dependent Policy for Long-horizon Manipulation
  Tasks
Learning a Skill-sequence-dependent Policy for Long-horizon Manipulation Tasks
Zhihao Li
Zhenglong Sun
Jionglong SU
Jiaming Zhang
140
5
0
12 May 2021
Learning Task Decomposition with Ordered Memory Policy Network
Learning Task Decomposition with Ordered Memory Policy NetworkInternational Conference on Learning Representations (ICLR), 2021
Yucheng Lu
Songlin Yang
Siyuan Zhou
Aaron Courville
J. Tenenbaum
Chuang Gan
207
15
0
19 Mar 2021
Robotic Imitation of Human Assembly Skills Using Hybrid Trajectory and
  Force Learning
Robotic Imitation of Human Assembly Skills Using Hybrid Trajectory and Force LearningIEEE International Conference on Robotics and Automation (ICRA), 2021
Yan Wang
C. C. Beltran-Hernandez
Weiwei Wan
Kensuke Harada
160
29
0
10 Mar 2021
Bilateral Control-Based Imitation Learning for Velocity-Controlled Robot
Bilateral Control-Based Imitation Learning for Velocity-Controlled RobotInternational Symposium on Industrial Electronics (ISIE), 2021
S. Sakaino
176
4
0
06 Mar 2021
Efficient and Interpretable Robot Manipulation with Graph Neural
  Networks
Efficient and Interpretable Robot Manipulation with Graph Neural NetworksIEEE Robotics and Automation Letters (RA-L), 2021
Yixin Lin
Austin S. Wang
Eric Undersander
Akshara Rai
LM&Ro
297
44
0
25 Feb 2021
Imitation Learning for Variable Speed Contact Motion for Operation up to
  Control Bandwidth
Imitation Learning for Variable Speed Contact Motion for Operation up to Control BandwidthIEEE Open Journal of the Industrial Electronics Society (JOIES), 2021
S. Sakaino
K. Fujimoto
Yuki Saigusa
T. Tsuji
295
15
0
20 Feb 2021
NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning
NeoRL: A Near Real-World Benchmark for Offline Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2021
Rongjun Qin
Songyi Gao
Xingyuan Zhang
Zhen Xu
Shengkai Huang
Zewen Li
Weinan Zhang
Yang Yu
OffRL
353
86
0
01 Feb 2021
Asymmetric self-play for automatic goal discovery in robotic
  manipulation
Asymmetric self-play for automatic goal discovery in robotic manipulation
OpenAI OpenAI
Matthias Plappert
Raul Sampedro
Tao Xu
Ilge Akkaya
...
Hyeonwoo Noh
Lilian Weng
Qiming Yuan
Casey Chu
Wojciech Zaremba
SSL
287
91
0
13 Jan 2021
Machine Learning for Robotic Manipulation
Machine Learning for Robotic Manipulation
Q. Vuong
OOD
194
2
0
04 Jan 2021
Parrot: Data-Driven Behavioral Priors for Reinforcement Learning
Parrot: Data-Driven Behavioral Priors for Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2020
Avi Singh
Huihan Liu
G. Zhou
Albert Yu
Nicholas Rhinehart
Sergey Levine
OffRLOnRL
253
158
0
19 Nov 2020
SAFARI: Safe and Active Robot Imitation Learning with Imagination
SAFARI: Safe and Active Robot Imitation Learning with Imagination
Norman Di Palo
Edward Johns
230
8
0
18 Nov 2020
C-Learning: Learning to Achieve Goals via Recursive Classification
C-Learning: Learning to Achieve Goals via Recursive ClassificationInternational Conference on Learning Representations (ICLR), 2020
Benjamin Eysenbach
Ruslan Salakhutdinov
Sergey Levine
OffRL
291
87
0
17 Nov 2020
Motion Generation Using Bilateral Control-Based Imitation Learning with
  Autoregressive Learning
Motion Generation Using Bilateral Control-Based Imitation Learning with Autoregressive LearningIEEE Access (IEEE Access), 2020
Ayumu Sasagawa
S. Sakaino
T. Tsuji
395
26
0
12 Nov 2020
Accelerating Reinforcement Learning with Learned Skill Priors
Accelerating Reinforcement Learning with Learned Skill Priors
Karl Pertsch
Youngwoon Lee
Joseph J. Lim
OffRLOnRL
293
277
0
22 Oct 2020
Broadly-Exploring, Local-Policy Trees for Long-Horizon Task Planning
Broadly-Exploring, Local-Policy Trees for Long-Horizon Task Planning
Brian Ichter
P. Sermanet
Corey Lynch
196
43
0
13 Oct 2020
Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for
  Physically Embedded 3D Sokoban
Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for Physically Embedded 3D Sokoban
Peter Karkus
M. Berk Mirza
A. Guez
Andrew Jaegle
Timothy Lillicrap
Lars Buesing
N. Heess
T. Weber
OffRL
193
8
0
03 Oct 2020
Physically Embedded Planning Problems: New Challenges for Reinforcement
  Learning
Physically Embedded Planning Problems: New Challenges for Reinforcement Learning
M. Berk Mirza
Andrew Jaegle
Jonathan J. Hunt
A. Guez
S. Tunyasuvunakool
...
Peter Karkus
S. Racanière
Lars Buesing
Timothy Lillicrap
N. Heess
AI4CE
144
13
0
11 Sep 2020
ScrewNet: Category-Independent Articulation Model Estimation From Depth
  Images Using Screw Theory
ScrewNet: Category-Independent Articulation Model Estimation From Depth Images Using Screw Theory
Ajinkya Jain
Rudolf Lioutikov
Caleb Chuck
S. Niekum
368
101
0
24 Aug 2020
Variable Compliance Control for Robotic Peg-in-Hole Assembly: A Deep
  Reinforcement Learning Approach
Variable Compliance Control for Robotic Peg-in-Hole Assembly: A Deep Reinforcement Learning Approach
C. C. Beltran-Hernandez
Damien Petit
I. Ramirez-Alpizar
Kensuke Harada
OffRL
259
177
0
24 Aug 2020
Generalization Guarantees for Imitation Learning
Generalization Guarantees for Imitation Learning
Allen Z. Ren
Sushant Veer
Anirudha Majumdar
158
1
0
05 Aug 2020
Learning Compositional Neural Programs for Continuous Control
Learning Compositional Neural Programs for Continuous Control
Thomas Pierrot
Nicolas Perrin
Feryal M. P. Behbahani
Alexandre Laterre
Olivier Sigaud
Karim Beguir
Nando de Freitas
CLL
255
4
0
27 Jul 2020
Deep PQR: Solving Inverse Reinforcement Learning using Anchor Actions
Deep PQR: Solving Inverse Reinforcement Learning using Anchor Actions
Sinong Geng
Houssam Nassif
Carlos A. Manzanares
A. M. Reppen
R. Sircar
177
2
0
15 Jul 2020
Reinforcement Learning based Control of Imitative Policies for
  Near-Accident Driving
Reinforcement Learning based Control of Imitative Policies for Near-Accident Driving
Zhangjie Cao
Erdem Biyik
Woodrow Z. Wang
Allan Raventos
Adrien Gaidon
Guy Rosman
Dorsa Sadigh
252
70
0
01 Jul 2020
AWAC: Accelerating Online Reinforcement Learning with Offline Datasets
AWAC: Accelerating Online Reinforcement Learning with Offline Datasets
Ashvin Nair
Abhishek Gupta
Murtaza Dalal
Sergey Levine
OffRLOnRL
690
722
0
16 Jun 2020
Learning to Play by Imitating Humans
Learning to Play by Imitating Humans
R. Dinyari
P. Sermanet
Corey Lynch
SSLOffRL
182
5
0
11 Jun 2020
Conservative Q-Learning for Offline Reinforcement Learning
Conservative Q-Learning for Offline Reinforcement Learning
Aviral Kumar
Aurick Zhou
George Tucker
Sergey Levine
OffRLOnRL
436
2,214
0
08 Jun 2020
Language Conditioned Imitation Learning over Unstructured Data
Language Conditioned Imitation Learning over Unstructured Data
Corey Lynch
P. Sermanet
LM&Ro
317
282
0
15 May 2020
D4RL: Datasets for Deep Data-Driven Reinforcement Learning
D4RL: Datasets for Deep Data-Driven Reinforcement Learning
Justin Fu
Aviral Kumar
Ofir Nachum
George Tucker
Sergey Levine
GPOffRL
1.1K
1,609
0
15 Apr 2020
Learning to Reach Goals via Iterated Supervised Learning
Learning to Reach Goals via Iterated Supervised Learning
Dibya Ghosh
Abhishek Gupta
Ashwin Reddy
Justin Fu
Coline Devin
Benjamin Eysenbach
Sergey Levine
333
36
0
12 Dec 2019
IKEA Furniture Assembly Environment for Long-Horizon Complex
  Manipulation Tasks
IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation TasksIEEE International Conference on Robotics and Automation (ICRA), 2019
Youngwoon Lee
E. Hu
Zhengyu Yang
Alexander Yin
Joseph J. Lim
307
140
0
17 Nov 2019
Learning Hybrid Object Kinematics for Efficient Hierarchical Planning
  Under Uncertainty
Learning Hybrid Object Kinematics for Efficient Hierarchical Planning Under UncertaintyIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2019
Ajinkya Jain
S. Niekum
279
20
0
21 Jul 2019
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