Bibliography

Table of contents

RL Diagram

Optimal Control :dart:

Dynamic Programming

Tree-Based Planning

Control Theory

Model Predictive Control

Safe Control :lock:

Robust Control

Risk-Averse Control

Constrained Control

Uncertain Dynamical Systems

Game Theory :spades:

Sequential Learning :shoe:

Multi-Armed Bandit :slot_machine:

Best Arm Identification :muscle:

Black-box Optimization :black_large_square:

Reinforcement Learning :robot:

Theory :books:

Generative Model

Policy Gradient

Linear Systems

Value-based :chart_with_upwards_trend:

Policy-based :muscle:

Policy gradient

Actor-critic

Derivative-free

Model-based :world_map:

Exploration :tent:

Hierarchy and Temporal Abstraction :clock2:

Partial Observability :eye:

Transfer :earth_americas:

Multi-agent :two_men_holding_hands:

Representation Learning

Other

Learning from Demonstrations :mortar_board:

Imitation Learning

Applications to Autonomous Driving :car:

Inverse Reinforcement Learning

Applications to Autonomous Driving :taxi:

Motion Planning :running_man:

Sampling

Optimization

Reactive

Architecture and applications

Phd Bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

Phd Bibliography Info

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