- Deep Reinforcement Learning: An OverView, 2017
- A Survey of Deep Network Solutions for Learning Control in Robotics: From Reinforcement to Imitation, 2015
- Reinforcement Learning in Robotics A Survey, 2013
- Reinforcement learning An introduction, 1998
- DQN Playing Atari with Deep Reinforcement Learning, 2013
- DQN Human-level control through deep reinforcement learning, 2015
- DDQN Deep Reinforcement Learning with Double Q-learning, 2016
- DQN_Prioritized Prioritized Experience Replay, 2015
- Duel DQNDueling Network Architectures for Deep Reinforcement Learning, 2016
- NAF Continuous Deep Q-Learning with Model-based Acceleration, 2016
- DPG Deterministic Policy Gradient Algorithm, 2014
- DDPG Continuous control with deep reinforcement learning, 2015
- TRPO Trust Region Policy Optimization, 2015
- PPO Proximal Policy Optimization Algorithms, 2017
- A3C Asynchronous Methods for Deep Reinforcement Learning, 2016
- Baseline Benchmarking Deep Reinforcement Learning for Continuous Control, 2016
- Value Iteration Value Iteration Networks, 2016
- DRL_Autonomous Driving A Deep Reinforcement Learning Approach to Autonomous Driving, 2016
- DRL_Autonomous Driving Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving, 2018
- DRL_Autonomous Driving Learning to navigate in complex environments, 2017
- DRL_Autonomous Driving Learning to Navigate in Cities Without a Map, 2018
- DRL_Mobile NAV Target-driven Visual Navigation in Indoor Scenes, 2017
- DRL_Mobile NAV Towards cognitive exploration through deep reinforcement learning for mobile robots, 2016
- DRL_Mobile NAV Virtual-to-real Deep Reinforcement Learning: Continuous Control of Mobile Robots for Mapless Navigation, 2017
- DRL_Mobile NAV Socially Aware Motion Planning with Deep Reinforcement Learning, 2017
- DRL_Mobile NAV Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning, 2018
- DRL_Mobile NAV Curiosity-driven Exploration for Mapless Navigation with Deep Reinforcement Learning, 2018
- DRL_Manuplator Deterministic Policy Gradient Based Robotic Path Planning with Continuous Action Spaces, 2017
- DRL_UAV NAV Deep Reinforcement Learning as Control Method for Autonoumous UAVs, 2018
- DRL_UAV NAV Autonomous Navigation of UAV in Large-scale Unknown Complex Environment with Deep Reinforcement Learning, 2017
- DRL_UAV Control Autonomous Navigation of UAV by Using_Real-Time Model-Based Reinforcement Learning, 2016
- DRL_UAV Control Autonomous UAV Navigation Using Reinforcement Learning, 2018
- DRL_UAV Control Control of a Quadrotor With Reinforcement Learning, 2017
- DRL_LAND A Deep Reinforcement Learning Strategy for UAV Autonomous Landing on a Moving Platform, 2018
- DRL_LAND Autonomous Quadrotor Landing using Deep Reinforcement Learning, 2018