reinforcement-learning-analysis

There are 1 repository under reinforcement-learning-analysis topic.

akshaykhadse / reinforcement-learning
Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: Foundations of Intelligent and Learning Agents (Autumn 2017) at IIT Bombay
reinforcement-learning reinforcement-learning-excercises reinforcement-learning-analysis multi-armed-bandits multiarm-bandit markovian-epidemic-processes mdps ucb ucb1 kl-divergence epsilon-greedy thompson-sampling linear-programming howards-pi policy-iteration policy-evaluation batch-switching randomised-algorithms randomized-policy-iteration
Language:Python 17
HumanoidRobotWalk
reinai / HumanoidRobotWalk
Implementation of Trust Region Policy Optimization and Proximal Policy Optimization algorithms on the objective of Robot Walk.
trpo ppo motion pytorch robotics robotics-simulation pybullet pybullet-environments pybullet-physics openai-gym gym-environment gym-environments reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms robot-walking reinforcement-learning-analysis reinforcement-learning-environments reinforcement-learning-agent
Language:Python 9
pcluteijn / MazeLearning
Q-Learing algorithm solves simple mazes.
q-learning matlab reinforcement-learning-algorithms maze maze-generator maze-solver agent step-size learning-rate discount-rate sutton barto reinforcedlearning reinforcement-learning-analysis reinforcement-learning-agent prims-algorithm artificial-intelligence discrete-mathematics
Language:MATLAB 6
joistick11 / reinforcement-learning
Reinforcement learning analysis using Python, OpenAI Gym and rllab.
openai-gym python reinforcement-learning reinforcement-learning-analysis rllab
Language:Jupyter Notebook