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Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
- Chelsea Finn, P. Abbeel, S. Levine
- Computer ScienceICML
- 9 March 2017
We propose an algorithm for meta-learning that is model-agnostic, in the sense that it is compatible with any model trained with gradient descent and applicable to a variety of different learning…
Trust Region Policy Optimization
- J. Schulman, S. Levine, P. Abbeel, Michael I. Jordan, Philipp Moritz
- Computer ScienceICML
- 19 February 2015
TLDR
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
- Tuomas Haarnoja, Aurick Zhou, P. Abbeel, S. Levine
- Computer ScienceICML
- 4 January 2018
TLDR
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments
- Ryan Lowe, Yi Wu, Aviv Tamar, J. Harb, P. Abbeel, Igor Mordatch
- Computer ScienceNIPS
- 7 June 2017
TLDR
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
- Xi Chen, Yan Duan, Rein Houthooft, J. Schulman, Ilya Sutskever, P. Abbeel
- Computer ScienceNIPS
- 12 June 2016
TLDR
High-Dimensional Continuous Control Using Generalized Advantage Estimation
- J. Schulman, Philipp Moritz, S. Levine, Michael I. Jordan, P. Abbeel
- Computer ScienceICLR
- 8 June 2015
TLDR
Apprenticeship learning via inverse reinforcement learning
TLDR
Hindsight Experience Replay
- Marcin Andrychowicz, Dwight Crow, Wojciech Zaremba
- Computer ScienceNIPS
- 5 July 2017
TLDR
Soft Actor-Critic Algorithms and Applications
- Tuomas Haarnoja, Aurick Zhou, S. Levine
- Computer ScienceArXiv
- 13 December 2018
TLDR
Denoising Diffusion Probabilistic Models
- Jonathan Ho, Ajay Jain, P. Abbeel
- Computer ScienceNeurIPS
- 19 June 2020
TLDR
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