reinforcement graph gen, graph neural networks
Reinforcement learning guides graph generation through rewards for desired properties like drug-likeness.
536 technical terms and definitions
Reinforcement learning guides graph generation through rewards for desired properties like drug-likeness.
Use RL to search architectures.
Optimize wafer scheduling with RL.
RL learns from rewards by trial and error. Used in game AI, robotics, and RLHF for LLM alignment.
RL learns from reward signal. Policy gradient, Q-learning. Games, robotics, RLHF.
Allow model to say "I don't know".
Use relation extraction as pretext task.
Relation extraction finds relationships between entities. Build knowledge graphs. (subject, relation, object).
Identify relationships between entities.
Networks explicitly modeling pairwise relations.
Relation-aware aggregation weights messages by edge types when updating node representations.
Transfer relationships between samples.
Reason about relationships between entities.
Relations diagrams map cause-effect relationships for complex problems.
Learn relative position relationships.
Learn relative position embeddings.
Getter relaxed epitaxial layer.
Remove sacrificial layer.
Measure document relevance.
Relevance measures how well outputs address input queries or prompts.
Distribute reliability requirements.
Assign targets to subsystems.
Visual system reliability model.
Model system reliability.
Prove reliability target met.
Reliability demonstration uses statistical methods to prove specified failure rate with confidence.
Fraction surviving vs time.
Monitor improvement over time.
Reliability growth tracks and models failure rate improvement during development.
Improvement through testing and fixes.
Warranty driving reliability growth.
Understanding failure mechanisms.
Reliability prediction estimates expected failure rates using handbooks and models.
Subject chips to temperature voltage and stress to verify lifetime.
Consider aging and degradation.
Optimize maintenance strategy.
Reliability is probability of equipment performing intended function without failure over period.
Relief valves prevent overpressure protecting equipment and safety.
Change lighting in images.
Constrain generation using regex patterns.
Recover position after tracking loss.
REMI representation encodes music events as tokens enabling transformer-based music generation.
Improved MixMatch with distribution alignment.
Monitor tool status and performance from central control room.
Mobility degradation from high-k phonons.
Material removed per unit time in CMP.
Renewable energy credits represent environmental attributes of renewable electricity generation.
Renewable energy sources like solar and wind are increasingly adopted by fabs to reduce carbon footprint and energy costs.
Renewal processes model event sequences where inter-arrival times are independent identically distributed random variables.
Rényi differential privacy generalizes epsilon-delta framework using Rényi divergence.