List Of My Reinforcement Learning BlogsCompilation of all the 15+ Blogs I’ve Written in the RL SpaceKowshik chilamkurthy·Follow2 min read·May 18, 2021--ListenSharekowshikchills/Reinforcement-Learning-Annotated-Papers-This habit of reading papers will help you to remain updated with this field. This project compiles all classic and…github.comHold Your Horses, My Dear Reinforcement Learning AgentStopping RL Agent From Taking Erratic Action Jumpsmedium.datadriveninvestor.comP-DQN: An Unique Algorithm for Discrete-Continuous Hybrid Action SpaceParameterised Deep Q Learningmedium.datadriveninvestor.comRL vs Optimal Control: LQR for Trajectory Tracking (With Python Code)The Linear Quadratic Regulatorkowshikchilamkurthy.medium.comImitate with Caution: Offline and Online ImitationBehavioural Cloning, Data Aggregation Approach: DAGGER.medium.comReinforcement learning for Covid- 19: Simulation and Optimal PolicyWhile the ML community is wondering how they could help the war against the coronavirus, I started working on…kowshikchilamkurthy.medium.comMastering RL in Minutes: Noisy Networks For ExplorationA Simple, Powerful and Alternate Exploration Approachmedium.comMastering RL in Minutes: A Distributional Perspective on Reinforcement LearningDon’t be too Mean! , Look at the Wide Distributionmedium.comMastering RL in Minutes: Average DQNStability and Variance Reduction inmedium.comMastering RL in Minutes: Revisiting Fundamentals of Experience ReplayShallow Memories for Bigger Challengesmedium.comMastering RL in Minutes: An Optimistic Perspective on Offline RLBetter Generalisation in Offline Reinforcement Learning Setupmedium.comWasserstein Distance, Contraction Mapping, and Modern RL Theory.Classic Math Formulations And Their Impact on Modern RLkowshikchilamkurthy.medium.comOff-policy vs On-Policy vs Offline Reinforcement Learning Demystified!Simplifying RL for Beginnerskowshikchilamkurthy.medium.comBaseline in Policy Gradients: by RL Practitioner (Part-1/2)Variance Reduction with a Baselinemedium.datadriveninvestor.com
