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Tag: reinforcement-learning
8 items with this tag.
Apr 13, 2026
Bounded eligibility traces enable off-policy TD with much larger lambda values than prior schemes
reinforcement-learning
temporal-difference-learning
off-policy
eligibility-traces
variance-reduction
Apr 13, 2026
Transition-based discounting unifies episodic and continuing RL tasks under a single Bellman contraction
reinforcement-learning
bellman-operator
generalized-discounting
options
Apr 13, 2026
Generalized Bellman Equation
reinforcement-learning
dynamic-programming
temporal-difference-learning
off-policy
Apr 13, 2026
Transition-Based Discounting
reinforcement-learning
bellman-operator
generalized-discounting
options
Apr 13, 2026
Unifying Task Specification in Reinforcement Learning
reinforcement-learning
bellman-operator
generalized-discounting
options
Apr 13, 2026
On Generalized Bellman Equations and Temporal-Difference Learning
reinforcement-learning
temporal-difference-learning
off-policy
eligibility-traces
generalized-bellman
Apr 13, 2026
martha-white
reinforcement-learning
temporal-difference-learning
off-policy-learning
general-value-functions
Apr 13, 2026
richard-sutton
reinforcement-learning
temporal-difference-learning
off-policy
dynamic-programming