Browse project ideas, reference papers, abstracts and academic guidance related to Reinforcement Learning.
This M.Tech project topic focuses on Offline RL for Personalized Healthcare Treatment Recommendation. It belongs to the Reinforcement Learning area within Artificial Intelligence & Machine Learning. The topic can be used for…
Reference Paper: Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
This M.Tech project topic focuses on Model-Based RL with World Models for Sample-Efficient Learning. It belongs to the Reinforcement Learning area within Artificial Intelligence & Machine Learning. The topic can be used…
Reference Paper: Dream to Control: Learning Behaviors by Latent Imagination
This M.Tech project topic focuses on Safe Reinforcement Learning with Constraint Satisfaction for Autonomous Driving. It belongs to the Reinforcement Learning area within Artificial Intelligence & Machine Learning. The topic can be…
Reference Paper: Constrained Policy Optimization
This M.Tech project topic focuses on AlphaZero-Inspired Game AI for Strategic Board Games. It belongs to the Reinforcement Learning area within Artificial Intelligence & Machine Learning. The topic can be used for…
Reference Paper: Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
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