monte carlo tree search (mcts)
3 episodes mention this concept
lexfridmanAug 20, 2021Lex Fridman's Analysis of Tesla AI Day: Innovations in Autonomous Driving, AI Training, and the Tesla Bot
TechnologyAutonomous drivingReal-world robotics perception and planningNeural network architectureVector space prediction- lexfridmanJan 25, 2018
Deep Reinforcement Learning: From Raw Data to Reasoning and Real-World Action
TechnologyDeep Reinforcement Learning (DRL)Artificial Intelligence (AI) stackEnd-to-end learningSupervised Learning - lexfridmanSep 27, 2016
Deep Reinforcement Learning: Core Methods, Applications, and Policy Gradients
TechnologyDeep Reinforcement Learning (DRL)Reinforcement Learning (RL)Neural NetworksFunction Approximators
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Related concepts
Concepts that appear alongside monte carlo tree search (mcts) across episodes.
- reinforcement learning (rl)
- supervised learning
- markov decision process (mdp)
- neural networks
- q-learning
- deep reinforcement learning (drl)
- simulation for rare edge cases
- value functions
- neural networks as heuristics for planning
- policy
- sarsa
- differentiable programming
- data annotation (manual and auto-labeling)
- feature engineering
- exploration vs. exploitation
- unsupervised learning
- artificial intelligence (ai) stack
- bellman equation
- action space
- state space