multitask learning
2 episodes mention this concept
lexfridmanNov 16, 2019Perception vs. Control in Autonomous Systems: The Primacy of Accurate Representation
Technologyperceptioncontrolmultitask learning neural networkaccurate representation- 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
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Related concepts
Concepts that appear alongside multitask learning across episodes.
- automated representation learning
- reward clipping
- neural networks
- agent-environment interaction
- monte carlo tree search (mcts)
- sparse reward data
- exploration vs. exploitation
- alphago zero
- artificial intelligence (ai) stack
- deep reinforcement learning (drl)
- policy
- bellman equation
- markov decision process (mdp)
- unsupervised learning
- value function
- reinforcement learning (rl)
- experience replay
- temporal consistency/dynamics
- reward function
- end-to-end learning