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awesome-il-rl
A curated list of awesome Imitation and Reinforcement Learning tutorials, projects and communities.
https://github.com/jrzmnt/awesome-il-rl
Last synced: 5 days ago
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Table of Contents
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Papers
- DQN - Playing Atari with Deep Reinforcement Learning
- SAC - Soft Actor-Critic: Off-policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
- Augmented Behavioral Cloning from Observation
- Behavioral Cloning from Observation
- Generative Adversarial Imitation Learning
- Generative adversarial Imitation from Observation
- The Arcade Learning Environment: An Evaluation Platform for General Agents
- Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation
- Imitation Learning: A Survey of Learning Methods
- Recent Advances in Imitation Learning from Observation
- TRPO - Trust Region Policy Optimization
- SAC - Soft Actor-Critic: Off-policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
- DDPG - Continuous Control with Deep Reinforcement Learning
- Recent Advances in Imitation Learning from Observation
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Environments
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Books
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Courses
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Videos and Lectures
- Imitation Learning Tutorial ICML 2018
- Stanford CS234: Reinforcement Learning | Winter 2019 | Lecture 7 - Imitation Learning
- Imitation Learning Tutorial ICML 2018
- Stanford CS234: Reinforcement Learning | Winter 2019 | Lecture 7 - Imitation Learning
- Imitation Learning Tutorial ICML 2018
- Stanford CS234: Reinforcement Learning | Winter 2019 | Lecture 7 - Imitation Learning
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Researchers
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Websites
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Frameworks
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Conferences
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Miscellaneous
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Contributing
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Tutorials
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