model-free rl
2 episodes mention this concept
lexfridmanApr 25, 2018Ilya Sutskever on Deep Learning Foundations, Meta-Learning, and Self-Play for AGI
TechnologyDeep Learning PrinciplesGeneralization Theory (shortest program)Computational Intractability (program search)Backpropagation (circuit search)- lexfridman
MIT 6.S091 Introduction to Deep Reinforcement Learning: Fundamentals, Challenges, and Applications
TechnologyDeep Reinforcement Learning (Deep RL)Deep Neural NetworksSequential DecisionsTrial and Error
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Related concepts
Concepts that appear alongside model-free rl across episodes.
- reinforcement learning agent
- trial and error
- reward structure / reward function
- simulation-to-real gap / transfer learning
- ai safety
- unsupervised learning
- value function
- deep reinforcement learning (deep rl)
- deep q-networks (dqn)
- stochastic vs. deterministic environments
- deep neural networks
- model-based rl
- environment model
- loss function
- q-learning
- sequential decisions
- discounted reward
- policy (in rl)
- supervised learning