awesome-deep-rl
For deep RL and the future of AI.
https://github.com/tigerneil/awesome-deep-rl
Last synced: 13 days ago
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General guidances
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2022
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General benchmark frameworks
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Unsupervised
- URLB: Unsupervised Reinforcement Learning Benchmark
- APS: Active Pretraining with Successor Feature
- Behavior From the Void: Unsupervised Active Pre-Training
- Reinforcement Learning with Prototypical Representations
- Efficient Exploration via State Marginal Matching
- Self-Supervised Exploration via Disagreement
- Exploration by Random Network Distillation
- Diversity is All You Need: Learning Skills without a Reward Function
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No reward RL
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Offline
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Value based
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Actor-Critic
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Model-based
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Multi-agent
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New design
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Multitask
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