Gal Dalal
17 papers · 2016–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (9)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🤝
Dynamic Duo
(15)
🏆
Keyword Champion
(2)
🏆
Grand Slam
🧬
Topic Evolution
🔥
Unstoppable
(8)
📈
Trend Setter
🗃️
Keyword Collector
(54)
🚀
Conference Pioneer
💎
Century Club
(17)
Conferences
ICML (6)
AAAI (4)
ICLR (3)
NIPS (3)
COLT (1)
Top co-authors
Keywords
reinforcement learning
(7)
policy improvement
(3)
policy iteration
(2)
value function approximation
(2)
temporal difference learning
(2)
value function
(2)
stochastic approximation
(2)
tree search
(2)
convergence rate
(2)
value estimation
(2)
policy gradient
(1)
markov decision process
(1)
value iteration
(1)
online learning
(1)
model predictive control
(1)
policy learning
(1)
policy evaluation
(1)
distribution shift
(1)
approximate dynamic programming
(1)
autonomous driving
(1)
Papers
Gradient Boosting Reinforcement Learning
ICML 2025
Reinforcement Learning with Segment Feedback
ICML 2025
Policy Gradient with Tree Expansion
ICML 2025
Exploration-Driven Policy Optimization in RLHF: Theoretical Insights on Efficient Data Utilization
ICML 2024
Tree Search-Based Policy Optimization under Stochastic Execution Delay
ICLR 2024
Planning and Learning with Adaptive Lookahead
AAAI 2023
Reinforcement Learning for Datacenter Congestion Control
AAAI 2022
Reinforcement Learning with a Terminator
NIPS 2022
On Covariate Shift of Latent Confounders in Imitation and Reinforcement Learning
ICLR 2022
Acting in Delayed Environments with Non-Stationary Markov Policies
ICLR 2021
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction
NIPS 2021
A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound
AAAI 2020
How to Combine Tree-Search Methods in Reinforcement Learning
AAAI 2019
Beyond the One-Step Greedy Approach in Reinforcement Learning
ICML 2018
Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning
NIPS 2018
Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning
COLT 2018
Hierarchical Decision Making In Electricity Grid Management
ICML 2016