Sultan Javed Majeed

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 9

Top Topics

Markov Decision Process

Temporal Difference

Discount Factor

Top Venues

Publications

Sultan Javed Majeed
Abstractions of General Reinforcement Learning. CoRR (2021)
Sultan Javed Majeed, Marcus Hutter
Exact Reduction of Huge Action Spaces in General Reinforcement Learning. AAAI (2021)
Sultan Javed Majeed, Marcus Hutter
Reducing Planning Complexity of General Reinforcement Learning with Non-Markovian Abstractions. CoRR (2021)
Sultan Javed Majeed, Marcus Hutter
Exact Reduction of Huge Action Spaces in General Reinforcement Learning. CoRR (2020)
Marcus Hutter, Samuel Yang-Zhao, Sultan Javed Majeed
Conditions on Features for Temporal Difference-Like Methods to Converge. IJCAI (2019)
Sultan Javed Majeed, Marcus Hutter
Performance Guarantees for Homomorphisms beyond Markov Decision Processes. AAAI (2019)
Marcus Hutter, Samuel Yang-Zhao, Sultan Javed Majeed
Conditions on Features for Temporal Difference-Like Methods to Converge. CoRR (2019)
Sultan Javed Majeed, Marcus Hutter
On Q-learning Convergence for Non-Markov Decision Processes. IJCAI (2018)
Sultan Javed Majeed, Marcus Hutter
Performance Guarantees for Homomorphisms Beyond Markov Decision Processes. CoRR (2018)