I will do your reinforcement learning tasks

I have 4+ years of work experience in the field of Reinforcement Learning. During this period, I worked on different applications, where I used different RL Algorithms according to problem. Some are following

Reinforcement Learning Algorithms:

** Monte Carlo Methods

** Dynamic Programming

** Temporal Difference

** Model-based and Model-free Methods

** Value based Learning and Policy Gradient Learning

** Q-Tables, Q-Learning, DQN, Double DQN, Dual DQN

** Reinforce, Actor-Critic, AC, A3C, TRPO, PPO, APPO

** Hierarchical Reinforcement Learning Algorithms

** Decision Transformers

I also worked on different Scenarios like

** Single Agent RL

** Multi Agent RL (MARL)

** Two Agent RL (Self-Play)

** Multi-Objective Policies

** Centralized and Decentralized Policies

** Deterministic, Dynamic and Stochastic Environments

I worked in different fields like:

** Planning and Control of Drone Swarm using Deep Reinforcement Learning

** HVAC System Control using DRL

** Snake game using RL

** Develop different board games and apply RL for play

Feel free to contact with me to discuss your project.