Tanmay Gangwani
11 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π Conference Polyglot (6)
π
Academic Marathon
(7)
π
Cross-Pollinator
(8)
π
Century Club
(11)
π
Conference Pioneer
Conferences
ICLR (5)
UAI (2)
AAAI (1)
AISTATS (1)
CORL (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(2)
representation learning
(1)
policy evaluation
(1)
offline reinforcement learning
(1)
transfer learning
(1)
policy gradient
(1)
knowledge distillation
(1)
policy learning
(1)
mutual information
(1)
dynamic programming
(1)
partially observable markov decision process
(1)
trajectory optimization
(1)
continuous control
(1)
distribution shift
(1)
reward learning
(1)
pareto optimality
(1)
multi-objective optimization
(1)
molecular dynamics
(1)
policy ensemble
(1)
confidence interval
(1)
Papers
Selective Uncertainty Propagation in Offline RL
AAAI 2025
Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow
AISTATS 2024
Hindsight Foresight Relabeling for Meta-Reinforcement Learning
ICLR 2022
Imitation Learning from Observations under Transition Model Disparity
ICLR 2022
Learning Guidance Rewards with Trajectory-space Smoothing
NIPS 2020
Harnessing Distribution Ratio Estimators for Learning Agents with Quality and Diversity
CORL 2020
State-only Imitation with Transition Dynamics Mismatch
ICLR 2020
Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch
UAI 2020
Learning Belief Representations for Imitation Learning in POMDPs
UAI 2019
Learning Self-Imitating Diverse Policies
ICLR 2019
Policy Optimization by Genetic Distillation
ICLR 2018