Gal Dalal*

Latest

• Monotone and Conservative Policy Iteration Beyond the Tabular Case
• Gradient Boosting Reinforcement Learning
• Policy Gradient via Tree Expansion
• SoftTreeMax: Exponential Variance Reduction in Policy Gradient via Tree Search
• Planning and Learning with Adaptive Lookahead
• Reinforcement Learning with a Terminator
• Reinforcement Learning for Datacenter Congestion Control
• Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction
• Acting in Delayed Environments with Non-Stationary Markov Policies